diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 171543ec..fcd384e0 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -16,6 +16,8 @@ jobs:
     runs-on: ubuntu-latest
     steps:
     - uses: actions/checkout@v4
+      with:
+        submodules: recursive
     
     - name: Install Rust
       uses: dtolnay/rust-toolchain@stable
@@ -43,6 +45,8 @@ jobs:
     runs-on: ubuntu-latest
     steps:
     - uses: actions/checkout@v4
+      with:
+        submodules: recursive
     
     - name: Install Rust
       uses: dtolnay/rust-toolchain@stable
@@ -73,6 +77,8 @@ jobs:
     runs-on: ubuntu-latest
     steps:
     - uses: actions/checkout@v4
+      with:
+        submodules: recursive
     
     - name: Install Rust
       uses: dtolnay/rust-toolchain@stable
@@ -95,6 +101,8 @@ jobs:
     runs-on: ubuntu-latest
     steps:
     - uses: actions/checkout@v4
+      with:
+        submodules: recursive
     
     - name: Install Rust
       uses: dtolnay/rust-toolchain@stable
@@ -110,8 +118,11 @@ jobs:
           target
         key: ${{ runner.os }}-cargo-embedded-${{ hashFiles('**/Cargo.lock') }}
     
-    - name: Check embedded core
-      run: cargo check --package aimdb-core --target thumbv7em-none-eabihf --features embedded
+    - name: Check embedded core (no_std minimal)
+      run: cargo check --package aimdb-core --target thumbv7em-none-eabihf --no-default-features
+    
+    - name: Check embedded core (with embassy)
+      run: cargo check --package aimdb-core --target thumbv7em-none-eabihf --no-default-features --features embassy-runtime
     
     - name: Check embassy adapter
       run: cargo check --package aimdb-embassy-adapter --target thumbv7em-none-eabihf --features embassy-runtime
@@ -130,6 +141,8 @@ jobs:
         
     steps:
     - uses: actions/checkout@v4
+      with:
+        submodules: recursive
     
     - name: Install Rust
       uses: dtolnay/rust-toolchain@stable
@@ -173,6 +186,8 @@ jobs:
     needs: [format-and-lint, makefile-build, feature-validation, embedded-targets, adapters]
     steps:
     - uses: actions/checkout@v4
+      with:
+        submodules: recursive
     
     - name: Install Rust
       uses: dtolnay/rust-toolchain@stable
@@ -192,8 +207,5 @@ jobs:
     - name: Run comprehensive development check
       run: make check
     
-    - name: Build examples
-      run: cargo build --package aimdb-examples
-    
     - name: Generate documentation
       run: make doc
diff --git a/.github/workflows/devcontainer.yml b/.github/workflows/devcontainer.yml
index 208747a0..f4480342 100644
--- a/.github/workflows/devcontainer.yml
+++ b/.github/workflows/devcontainer.yml
@@ -79,6 +79,8 @@ jobs:
     steps:
       - name: Checkout repository
         uses: actions/checkout@v4
+        with:
+          submodules: recursive
 
       - name: Set up Docker Buildx
         uses: docker/setup-buildx-action@v3
@@ -163,6 +165,8 @@ jobs:
     steps:
       - name: Checkout repository
         uses: actions/checkout@v4
+        with:
+          submodules: recursive
 
       - name: Set up Docker Buildx
         uses: docker/setup-buildx-action@v3
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index ec3e0776..539b0c06 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -18,6 +18,8 @@ jobs:
     environment: ${{ github.ref == 'refs/heads/main' && 'github-pages' || null }}
     steps:
     - uses: actions/checkout@v4
+      with:
+        submodules: recursive
     
     - name: Install Rust
       uses: dtolnay/rust-toolchain@stable
@@ -41,7 +43,7 @@ jobs:
         cp -r target/doc/* target/doc-final/cloud/
         
         # Build embedded documentation
-        cargo doc --features "embedded,embassy-runtime" --no-deps  
+        cargo doc --no-default-features --features "embassy-runtime" --no-deps  
         cp -r target/doc/* target/doc-final/embedded/
         
         # Copy main index page
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 41e11a00..35f48c62 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -14,6 +14,8 @@ jobs:
     runs-on: ubuntu-latest
     steps:
     - uses: actions/checkout@v4
+      with:
+        submodules: recursive
     
     - name: Install Rust
       uses: dtolnay/rust-toolchain@stable
diff --git a/.github/workflows/security.yml b/.github/workflows/security.yml
index adc4099a..c231ab99 100644
--- a/.github/workflows/security.yml
+++ b/.github/workflows/security.yml
@@ -23,6 +23,8 @@ jobs:
     runs-on: ubuntu-latest
     steps:
     - uses: actions/checkout@v4
+      with:
+        submodules: recursive
     
     - name: Install Rust
       uses: dtolnay/rust-toolchain@stable
@@ -38,6 +40,8 @@ jobs:
     runs-on: ubuntu-latest
     steps:
     - uses: actions/checkout@v4
+      with:
+        submodules: recursive
     
     - name: Install Rust
       uses: dtolnay/rust-toolchain@stable
diff --git a/.gitmodules b/.gitmodules
new file mode 100644
index 00000000..00967e60
--- /dev/null
+++ b/.gitmodules
@@ -0,0 +1,3 @@
+[submodule "_external/embassy"]
+	path = _external/embassy
+	url = https://github.com/embassy-rs/embassy.git
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index ee8fa329..163c0cb0 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -144,11 +144,11 @@ embedded = ["no-std-compat"]
 # All tests with all features
 make test
 
-# Embedded target tests
-cargo test --features embedded --target thumbv7em-none-eabihf
+# Embedded target cross-compilation check
+make test-embedded
 
 # Specific test
-cargo test test_name --all-features
+cargo test test_name --features tokio-runtime
 ```
 
 ### Test Requirements
diff --git a/Cargo.lock b/Cargo.lock
index a16ac585..08aeff32 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -29,6 +29,15 @@ dependencies = [
  "zerocopy",
 ]
 
+[[package]]
+name = "aho-corasick"
+version = "1.1.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8e60d3430d3a69478ad0993f19238d2df97c507009a52b3c10addcd7f6bcb916"
+dependencies = [
+ "memchr",
+]
+
 [[package]]
 name = "aimdb-cli"
 version = "0.1.0"
@@ -37,11 +46,15 @@ version = "0.1.0"
 name = "aimdb-core"
 version = "0.1.0"
 dependencies = [
+ "aimdb-executor",
+ "aimdb-macros",
  "anyhow",
  "embassy-executor",
- "heapless",
+ "heapless 0.9.1",
  "metrics",
+ "serde",
  "serde_json",
+ "spin",
  "thiserror",
  "tokio",
  "tracing",
@@ -52,25 +65,80 @@ name = "aimdb-embassy-adapter"
 version = "0.1.0"
 dependencies = [
  "aimdb-core",
+ "aimdb-executor",
+ "defmt 1.0.1",
  "embassy-executor",
+ "embassy-sync",
  "embassy-time",
- "embedded-hal 1.0.0",
+ "embedded-hal 0.2.7",
  "embedded-hal-async",
  "embedded-hal-nb",
- "heapless",
+ "futures",
+ "heapless 0.9.1",
+ "rand",
+ "tracing",
+ "tracing-test",
+]
+
+[[package]]
+name = "aimdb-examples-shared"
+version = "0.1.0"
+dependencies = [
+ "aimdb-core",
+ "aimdb-executor",
+ "defmt 0.3.100",
 ]
 
 [[package]]
-name = "aimdb-examples"
+name = "aimdb-executor"
 version = "0.1.0"
+dependencies = [
+ "embassy-executor",
+ "thiserror",
+ "tokio",
+]
+
+[[package]]
+name = "aimdb-macros"
+version = "0.1.0"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.106",
+ "trybuild",
+]
 
 [[package]]
 name = "aimdb-tokio-adapter"
 version = "0.1.0"
 dependencies = [
  "aimdb-core",
+ "aimdb-executor",
+ "futures",
  "tokio",
  "tokio-test",
+ "tracing",
+]
+
+[[package]]
+name = "aimdb-tokio-demo"
+version = "0.1.0"
+dependencies = [
+ "aimdb-core",
+ "aimdb-examples-shared",
+ "aimdb-executor",
+ "aimdb-tokio-adapter",
+ "tokio",
+ "tracing",
+]
+
+[[package]]
+name = "aligned"
+version = "0.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "377e4c0ba83e4431b10df45c1d4666f178ea9c552cac93e60c3a88bf32785923"
+dependencies = [
+ "as-slice",
 ]
 
 [[package]]
@@ -79,6 +147,15 @@ version = "1.0.100"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a23eb6b1614318a8071c9b2521f36b424b2c83db5eb3a0fead4a6c0809af6e61"
 
+[[package]]
+name = "as-slice"
+version = "0.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "516b6b4f0e40d50dcda9365d53964ec74560ad4284da2e7fc97122cd83174516"
+dependencies = [
+ "stable_deref_trait",
+]
+
 [[package]]
 name = "async-stream"
 version = "0.3.6"
@@ -98,9 +175,15 @@ checksum = "c7c24de15d275a1ecfd47a380fb4d5ec9bfe0933f309ed5e705b775596a3574d"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.106",
 ]
 
+[[package]]
+name = "autocfg"
+version = "1.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c08606f8c3cbf4ce6ec8e28fb0014a2c086708fe954eaa885384a6165172e7e8"
+
 [[package]]
 name = "backtrace"
 version = "0.3.76"
@@ -113,15 +196,63 @@ dependencies = [
  "miniz_oxide",
  "object",
  "rustc-demangle",
- "windows-link",
+ "windows-link 0.2.1",
+]
+
+[[package]]
+name = "bare-metal"
+version = "0.2.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5deb64efa5bd81e31fcd1938615a6d98c82eafcbcd787162b6f63b91d6bac5b3"
+dependencies = [
+ "rustc_version",
 ]
 
+[[package]]
+name = "base64"
+version = "0.13.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9e1b586273c5702936fe7b7d6896644d8be71e6314cfe09d3167c95f712589e8"
+
+[[package]]
+name = "bit_field"
+version = "0.10.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1e4b40c7323adcfc0a41c4b88143ed58346ff65a288fc144329c5c45e05d70c6"
+
+[[package]]
+name = "bitfield"
+version = "0.13.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "46afbd2983a5d5a7bd740ccb198caf5b82f45c40c09c0eed36052d91cb92e719"
+
+[[package]]
+name = "bitfield"
+version = "0.14.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2d7e60934ceec538daadb9d8432424ed043a904d8e0243f3c6446bce549a46ac"
+
+[[package]]
+name = "bitflags"
+version = "1.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bef38d45163c2f1dde094a7dfd33ccf595c92905c8f8f4fdc18d06fb1037718a"
+
 [[package]]
 name = "bitflags"
 version = "2.9.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2261d10cca569e4643e526d8dc2e62e433cc8aba21ab764233731f8d369bf394"
 
+[[package]]
+name = "block-device-driver"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "44c051592f59fe68053524b4c4935249b806f72c1f544cfb7abe4f57c3be258e"
+dependencies = [
+ "aligned",
+]
+
 [[package]]
 name = "byteorder"
 version = "1.5.0"
@@ -134,12 +265,71 @@ version = "1.10.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d71b6127be86fdcfddb610f7182ac57211d4b18a3e9c82eb2d17662f2227ad6a"
 
+[[package]]
+name = "cc"
+version = "1.2.40"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e1d05d92f4b1fd76aad469d46cdd858ca761576082cd37df81416691e50199fb"
+dependencies = [
+ "find-msvc-tools",
+ "shlex",
+]
+
 [[package]]
 name = "cfg-if"
 version = "1.0.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2fd1289c04a9ea8cb22300a459a72a385d7c73d3259e2ed7dcb2af674838cfa9"
 
+[[package]]
+name = "const-default"
+version = "1.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0b396d1f76d455557e1218ec8066ae14bba60b4b36ecd55577ba979f5db7ecaa"
+
+[[package]]
+name = "cordyceps"
+version = "0.3.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "688d7fbb8092b8de775ef2536f36c8c31f2bc4006ece2e8d8ad2d17d00ce0a2a"
+dependencies = [
+ "loom",
+ "tracing",
+]
+
+[[package]]
+name = "cortex-m"
+version = "0.7.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8ec610d8f49840a5b376c69663b6369e71f4b34484b9b2eb29fb918d92516cb9"
+dependencies = [
+ "bare-metal",
+ "bitfield 0.13.2",
+ "critical-section",
+ "embedded-hal 0.2.7",
+ "volatile-register",
+]
+
+[[package]]
+name = "cortex-m-rt"
+version = "0.7.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "801d4dec46b34c299ccf6b036717ae0fce602faa4f4fe816d9013b9a7c9f5ba6"
+dependencies = [
+ "cortex-m-rt-macros",
+]
+
+[[package]]
+name = "cortex-m-rt-macros"
+version = "0.7.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e37549a379a9e0e6e576fd208ee60394ccb8be963889eebba3ffe0980364f472"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.106",
+]
+
 [[package]]
 name = "critical-section"
 version = "1.2.0"
@@ -167,7 +357,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "strsim",
- "syn",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -178,7 +368,58 @@ checksum = "fc34b93ccb385b40dc71c6fceac4b2ad23662c7eeb248cf10d529b7e055b6ead"
 dependencies = [
  "darling_core",
  "quote",
- "syn",
+ "syn 2.0.106",
+]
+
+[[package]]
+name = "defmt"
+version = "0.3.100"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f0963443817029b2024136fc4dd07a5107eb8f977eaf18fcd1fdeb11306b64ad"
+dependencies = [
+ "defmt 1.0.1",
+]
+
+[[package]]
+name = "defmt"
+version = "1.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "548d977b6da32fa1d1fda2876453da1e7df63ad0304c8b3dae4dbe7b96f39b78"
+dependencies = [
+ "bitflags 1.3.2",
+ "defmt-macros",
+]
+
+[[package]]
+name = "defmt-macros"
+version = "1.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3d4fc12a85bcf441cfe44344c4b72d58493178ce635338a3f3b78943aceb258e"
+dependencies = [
+ "defmt-parser",
+ "proc-macro-error2",
+ "proc-macro2",
+ "quote",
+ "syn 2.0.106",
+]
+
+[[package]]
+name = "defmt-parser"
+version = "1.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "10d60334b3b2e7c9d91ef8150abfb6fa4c1c39ebbcf4a81c2e346aad939fee3e"
+dependencies = [
+ "thiserror",
+]
+
+[[package]]
+name = "defmt-rtt"
+version = "1.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b2cac3b8a5644a9e02b75085ebad3b6deafdbdbdec04bb25086523828aa4dfd1"
+dependencies = [
+ "critical-section",
+ "defmt 1.0.1",
 ]
 
 [[package]]
@@ -190,13 +431,31 @@ dependencies = [
  "litrs",
 ]
 
+[[package]]
+name = "embassy-embedded-hal"
+version = "0.5.0"
+dependencies = [
+ "defmt 1.0.1",
+ "embassy-futures",
+ "embassy-hal-internal",
+ "embassy-sync",
+ "embassy-time",
+ "embedded-hal 0.2.7",
+ "embedded-hal 1.0.0",
+ "embedded-hal-async",
+ "embedded-storage",
+ "embedded-storage-async",
+ "nb 1.1.0",
+]
+
 [[package]]
 name = "embassy-executor"
 version = "0.9.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "06070468370195e0e86f241c8e5004356d696590a678d47d6676795b2e439c6b"
 dependencies = [
+ "cordyceps",
+ "cortex-m",
  "critical-section",
+ "defmt 1.0.1",
  "document-features",
  "embassy-executor-macros",
  "embassy-executor-timer-queue",
@@ -205,29 +464,166 @@ dependencies = [
 [[package]]
 name = "embassy-executor-macros"
 version = "0.7.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dfdddc3a04226828316bf31393b6903ee162238576b1584ee2669af215d55472"
 dependencies = [
  "darling",
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.106",
 ]
 
 [[package]]
 name = "embassy-executor-timer-queue"
 version = "0.1.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2fc328bf943af66b80b98755db9106bf7e7471b0cf47dc8559cd9a6be504cc9c"
+
+[[package]]
+name = "embassy-futures"
+version = "0.1.2"
+
+[[package]]
+name = "embassy-hal-internal"
+version = "0.3.0"
+dependencies = [
+ "cortex-m",
+ "critical-section",
+ "defmt 1.0.1",
+ "num-traits",
+]
+
+[[package]]
+name = "embassy-net"
+version = "0.7.1"
+dependencies = [
+ "defmt 1.0.1",
+ "document-features",
+ "embassy-net-driver",
+ "embassy-sync",
+ "embassy-time",
+ "embedded-io-async",
+ "embedded-nal-async",
+ "heapless 0.8.0",
+ "managed",
+ "smoltcp",
+]
+
+[[package]]
+name = "embassy-net-driver"
+version = "0.2.0"
+dependencies = [
+ "defmt 1.0.1",
+]
+
+[[package]]
+name = "embassy-net-driver-channel"
+version = "0.3.2"
+dependencies = [
+ "embassy-futures",
+ "embassy-net-driver",
+ "embassy-sync",
+]
+
+[[package]]
+name = "embassy-runtime-demo"
+version = "0.1.0"
+dependencies = [
+ "aimdb-core",
+ "aimdb-embassy-adapter",
+ "aimdb-examples-shared",
+ "aimdb-executor",
+ "cortex-m",
+ "cortex-m-rt",
+ "critical-section",
+ "defmt 1.0.1",
+ "defmt-rtt",
+ "embassy-executor",
+ "embassy-futures",
+ "embassy-net",
+ "embassy-stm32",
+ "embassy-sync",
+ "embassy-time",
+ "embassy-usb",
+ "embedded-alloc",
+ "embedded-hal 0.2.7",
+ "embedded-hal 1.0.0",
+ "embedded-hal-async",
+ "embedded-io-async",
+ "embedded-nal-async",
+ "embedded-storage",
+ "heapless 0.8.0",
+ "micromath",
+ "panic-probe",
+ "static_cell",
+ "stm32-fmc",
+]
+
+[[package]]
+name = "embassy-stm32"
+version = "0.4.0"
+dependencies = [
+ "aligned",
+ "bit_field",
+ "bitflags 2.9.4",
+ "block-device-driver",
+ "cfg-if",
+ "cortex-m",
+ "cortex-m-rt",
+ "critical-section",
+ "defmt 1.0.1",
+ "document-features",
+ "embassy-embedded-hal",
+ "embassy-executor",
+ "embassy-futures",
+ "embassy-hal-internal",
+ "embassy-net-driver",
+ "embassy-sync",
+ "embassy-time",
+ "embassy-time-driver",
+ "embassy-time-queue-utils",
+ "embassy-usb-driver",
+ "embassy-usb-synopsys-otg",
+ "embedded-can",
+ "embedded-hal 0.2.7",
+ "embedded-hal 1.0.0",
+ "embedded-hal-async",
+ "embedded-hal-nb",
+ "embedded-io",
+ "embedded-io-async",
+ "embedded-storage",
+ "embedded-storage-async",
+ "futures-util",
+ "heapless 0.9.1",
+ "nb 1.1.0",
+ "proc-macro2",
+ "quote",
+ "rand_core 0.6.4",
+ "rand_core 0.9.3",
+ "sdio-host",
+ "static_assertions",
+ "stm32-fmc",
+ "stm32-metapac",
+ "vcell",
+ "volatile-register",
+]
+
+[[package]]
+name = "embassy-sync"
+version = "0.7.2"
+dependencies = [
+ "cfg-if",
+ "critical-section",
+ "defmt 1.0.1",
+ "embedded-io-async",
+ "futures-core",
+ "futures-sink",
+ "heapless 0.8.0",
+]
 
 [[package]]
 name = "embassy-time"
 version = "0.5.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f4fa65b9284d974dad7a23bb72835c4ec85c0b540d86af7fc4098c88cff51d65"
 dependencies = [
  "cfg-if",
  "critical-section",
+ "defmt 1.0.1",
  "document-features",
  "embassy-time-driver",
  "embedded-hal 0.2.7",
@@ -239,12 +635,72 @@ dependencies = [
 [[package]]
 name = "embassy-time-driver"
 version = "0.2.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a0a244c7dc22c8d0289379c8d8830cae06bb93d8f990194d0de5efb3b5ae7ba6"
 dependencies = [
  "document-features",
 ]
 
+[[package]]
+name = "embassy-time-queue-utils"
+version = "0.3.0"
+dependencies = [
+ "embassy-executor-timer-queue",
+ "heapless 0.8.0",
+]
+
+[[package]]
+name = "embassy-usb"
+version = "0.5.1"
+dependencies = [
+ "defmt 1.0.1",
+ "embassy-futures",
+ "embassy-net-driver-channel",
+ "embassy-sync",
+ "embassy-usb-driver",
+ "embedded-io-async",
+ "heapless 0.8.0",
+ "ssmarshal",
+ "usbd-hid",
+]
+
+[[package]]
+name = "embassy-usb-driver"
+version = "0.2.0"
+dependencies = [
+ "defmt 1.0.1",
+ "embedded-io-async",
+]
+
+[[package]]
+name = "embassy-usb-synopsys-otg"
+version = "0.3.1"
+dependencies = [
+ "critical-section",
+ "defmt 1.0.1",
+ "embassy-sync",
+ "embassy-usb-driver",
+]
+
+[[package]]
+name = "embedded-alloc"
+version = "0.6.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8f2de9133f68db0d4627ad69db767726c99ff8585272716708227008d3f1bddd"
+dependencies = [
+ "const-default",
+ "critical-section",
+ "linked_list_allocator",
+ "rlsf",
+]
+
+[[package]]
+name = "embedded-can"
+version = "0.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e9d2e857f87ac832df68fa498d18ddc679175cf3d2e4aa893988e5601baf9438"
+dependencies = [
+ "nb 1.1.0",
+]
+
 [[package]]
 name = "embedded-hal"
 version = "0.2.7"
@@ -281,10 +737,106 @@ dependencies = [
 ]
 
 [[package]]
-name = "fnv"
-version = "1.0.7"
+name = "embedded-io"
+version = "0.6.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3f9eec918d3f24069decb9af1554cad7c880e2da24a9afd88aca000531ab82c1"
+checksum = "edd0f118536f44f5ccd48bcb8b111bdc3de888b58c74639dfb034a357d0f206d"
+dependencies = [
+ "defmt 0.3.100",
+]
+
+[[package]]
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+version = "0.6.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3ff09972d4073aa8c299395be75161d582e7629cd663171d62af73c8d50dba3f"
+dependencies = [
+ "defmt 0.3.100",
+ "embedded-io",
+]
+
+[[package]]
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+version = "0.9.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c56a28be191a992f28f178ec338a0bf02f63d7803244add736d026a471e6ed77"
+dependencies = [
+ "nb 1.1.0",
+]
+
+[[package]]
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+version = "0.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "76959917cd2b86f40a98c28dd5624eddd1fa69d746241c8257eac428d83cb211"
+dependencies = [
+ "embedded-io-async",
+ "embedded-nal",
+]
+
+[[package]]
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+version = "0.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a21dea9854beb860f3062d10228ce9b976da520a73474aed3171ec276bc0c032"
+
+[[package]]
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+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1763775e2323b7d5f0aa6090657f5e21cfa02ede71f5dc40eead06d64dcd15cc"
+dependencies = [
+ "embedded-storage",
+]
+
+[[package]]
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+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a357d28ed41a50f9c765dbfe56cbc04a64e53e5fc58ba79fbc34c10ef3df831f"
+
+[[package]]
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+checksum = "877a4ace8713b0bcf2a4e7eec82529c029f1d0619886d18145fea96c3ffe5c0f"
+
+[[package]]
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+checksum = "0399f9d26e5191ce32c498bebd31e7a3ceabc2745f0ac54af3f335126c3f24b3"
+
+[[package]]
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+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3f9eec918d3f24069decb9af1554cad7c880e2da24a9afd88aca000531ab82c1"
+
+[[package]]
+name = "futures"
+version = "0.3.31"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "65bc07b1a8bc7c85c5f2e110c476c7389b4554ba72af57d8445ea63a576b0876"
+dependencies = [
+ "futures-channel",
+ "futures-core",
+ "futures-executor",
+ "futures-io",
+ "futures-sink",
+ "futures-task",
+ "futures-util",
+]
+
+[[package]]
+name = "futures-channel"
+version = "0.3.31"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2dff15bf788c671c1934e366d07e30c1814a8ef514e1af724a602e8a2fbe1b10"
+dependencies = [
+ "futures-core",
+ "futures-sink",
+]
 
 [[package]]
 name = "futures-core"
@@ -292,12 +844,101 @@ version = "0.3.31"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "05f29059c0c2090612e8d742178b0580d2dc940c837851ad723096f87af6663e"
 
+[[package]]
+name = "futures-executor"
+version = "0.3.31"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1e28d1d997f585e54aebc3f97d39e72338912123a67330d723fdbb564d646c9f"
+dependencies = [
+ "futures-core",
+ "futures-task",
+ "futures-util",
+]
+
+[[package]]
+name = "futures-io"
+version = "0.3.31"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9e5c1b78ca4aae1ac06c48a526a655760685149f0d465d21f37abfe57ce075c6"
+
+[[package]]
+name = "futures-macro"
+version = "0.3.31"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "162ee34ebcb7c64a8abebc059ce0fee27c2262618d7b60ed8faf72fef13c3650"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.106",
+]
+
+[[package]]
+name = "futures-sink"
+version = "0.3.31"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e575fab7d1e0dcb8d0c7bcf9a63ee213816ab51902e6d244a95819acacf1d4f7"
+
+[[package]]
+name = "futures-task"
+version = "0.3.31"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f90f7dce0722e95104fcb095585910c0977252f286e354b5e3bd38902cd99988"
+
+[[package]]
+name = "futures-util"
+version = "0.3.31"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9fa08315bb612088cc391249efdc3bc77536f16c91f6cf495e6fbe85b20a4a81"
+dependencies = [
+ "futures-channel",
+ "futures-core",
+ "futures-io",
+ "futures-macro",
+ "futures-sink",
+ "futures-task",
+ "memchr",
+ "pin-project-lite",
+ "pin-utils",
+ "slab",
+]
+
+[[package]]
+name = "generator"
+version = "0.8.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "605183a538e3e2a9c1038635cc5c2d194e2ee8fd0d1b66b8349fad7dbacce5a2"
+dependencies = [
+ "cc",
+ "cfg-if",
+ "libc",
+ "log",
+ "rustversion",
+ "windows",
+]
+
+[[package]]
+name = "getrandom"
+version = "0.2.16"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "335ff9f135e4384c8150d6f27c6daed433577f86b4750418338c01a1a2528592"
+dependencies = [
+ "cfg-if",
+ "libc",
+ "wasi",
+]
+
 [[package]]
 name = "gimli"
 version = "0.32.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e629b9b98ef3dd8afe6ca2bd0f89306cec16d43d907889945bc5d6687f2f13c7"
 
+[[package]]
+name = "glob"
+version = "0.3.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0cc23270f6e1808e30a928bdc84dea0b9b4136a8bc82338574f23baf47bbd280"
+
 [[package]]
 name = "hash32"
 version = "0.3.1"
@@ -307,6 +948,32 @@ dependencies = [
  "byteorder",
 ]
 
+[[package]]
+name = "hashbrown"
+version = "0.13.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "43a3c133739dddd0d2990f9a4bdf8eb4b21ef50e4851ca85ab661199821d510e"
+dependencies = [
+ "ahash",
+]
+
+[[package]]
+name = "hashbrown"
+version = "0.16.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5419bdc4f6a9207fbeba6d11b604d481addf78ecd10c11ad51e76c2f6482748d"
+
+[[package]]
+name = "heapless"
+version = "0.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0bfb9eb618601c89945a70e254898da93b13be0388091d42117462b265bb3fad"
+dependencies = [
+ "defmt 0.3.100",
+ "hash32",
+ "stable_deref_trait",
+]
+
 [[package]]
 name = "heapless"
 version = "0.9.1"
@@ -323,13 +990,23 @@ version = "1.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b9e0384b61958566e926dc50660321d12159025e767c18e043daf26b70104c39"
 
+[[package]]
+name = "indexmap"
+version = "2.11.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4b0f83760fb341a774ed326568e19f5a863af4a952def8c39f9ab92fd95b88e5"
+dependencies = [
+ "equivalent",
+ "hashbrown 0.16.0",
+]
+
 [[package]]
 name = "io-uring"
 version = "0.7.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "046fa2d4d00aea763528b4950358d0ead425372445dc8ff86312b3c69ff7727b"
 dependencies = [
- "bitflags",
+ "bitflags 2.9.4",
  "cfg-if",
  "libc",
 ]
@@ -340,11 +1017,23 @@ version = "1.0.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "4a5f13b858c8d314ee3e8f639011f7ccefe71f97f96e50151fb991f267928e2c"
 
+[[package]]
+name = "lazy_static"
+version = "1.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bbd2bcb4c963f2ddae06a2efc7e9f3591312473c50c6685e1f298068316e66fe"
+
 [[package]]
 name = "libc"
-version = "0.2.176"
+version = "0.2.177"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2874a2af47a2325c2001a6e6fad9b16a53b802102b528163885171cf92b15976"
+
+[[package]]
+name = "linked_list_allocator"
+version = "0.10.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "58f929b4d672ea937a23a1ab494143d968337a5f47e56d0815df1e0890ddf174"
+checksum = "9afa463f5405ee81cdb9cc2baf37e08ec7e4c8209442b5d72c04cfb2cd6e6286"
 
 [[package]]
 name = "litrs"
@@ -352,6 +1041,49 @@ version = "0.4.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f5e54036fe321fd421e10d732f155734c4e4afd610dd556d9a82833ab3ee0bed"
 
+[[package]]
+name = "lock_api"
+version = "0.4.14"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "224399e74b87b5f3557511d98dff8b14089b3dadafcab6bb93eab67d3aace965"
+dependencies = [
+ "scopeguard",
+]
+
+[[package]]
+name = "log"
+version = "0.4.28"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "34080505efa8e45a4b816c349525ebe327ceaa8559756f0356cba97ef3bf7432"
+
+[[package]]
+name = "loom"
+version = "0.7.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "419e0dc8046cb947daa77eb95ae174acfbddb7673b4151f56d1eed8e93fbfaca"
+dependencies = [
+ "cfg-if",
+ "generator",
+ "scoped-tls",
+ "tracing",
+ "tracing-subscriber",
+]
+
+[[package]]
+name = "managed"
+version = "0.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0ca88d725a0a943b096803bd34e73a4437208b6077654cc4ecb2947a5f91618d"
+
+[[package]]
+name = "matchers"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d1525a2a28c7f4fa0fc98bb91ae755d1e2d1505079e05539e35bc876b5d65ae9"
+dependencies = [
+ "regex-automata",
+]
+
 [[package]]
 name = "memchr"
 version = "2.7.6"
@@ -368,6 +1100,12 @@ dependencies = [
  "portable-atomic",
 ]
 
+[[package]]
+name = "micromath"
+version = "2.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c3c8dda44ff03a2f238717214da50f65d5a53b45cd213a7370424ffdb6fae815"
+
 [[package]]
 name = "miniz_oxide"
 version = "0.8.9"
@@ -385,7 +1123,7 @@ checksum = "78bed444cc8a2160f01cbcf811ef18cac863ad68ae8ca62092e8db51d51c761c"
 dependencies = [
  "libc",
  "wasi",
- "windows-sys",
+ "windows-sys 0.59.0",
 ]
 
 [[package]]
@@ -403,6 +1141,24 @@ version = "1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8d5439c4ad607c3c23abf66de8c8bf57ba8adcd1f129e699851a6e43935d339d"
 
+[[package]]
+name = "nu-ansi-term"
+version = "0.50.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d4a28e057d01f97e61255210fcff094d74ed0466038633e95017f5beb68e4399"
+dependencies = [
+ "windows-sys 0.52.0",
+]
+
+[[package]]
+name = "num-traits"
+version = "0.2.19"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "071dfc062690e90b734c0b2273ce72ad0ffa95f0c74596bc250dcfd960262841"
+dependencies = [
+ "autocfg",
+]
+
 [[package]]
 name = "object"
 version = "0.37.3"
@@ -418,18 +1174,88 @@ version = "1.21.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "42f5e15c9953c5e4ccceeb2e7382a716482c34515315f7b03532b8b4e8393d2d"
 
+[[package]]
+name = "panic-probe"
+version = "1.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fd402d00b0fb94c5aee000029204a46884b1262e0c443f166d86d2c0747e1a1a"
+dependencies = [
+ "cortex-m",
+ "defmt 1.0.1",
+]
+
+[[package]]
+name = "parking_lot"
+version = "0.12.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "93857453250e3077bd71ff98b6a65ea6621a19bb0f559a85248955ac12c45a1a"
+dependencies = [
+ "lock_api",
+ "parking_lot_core",
+]
+
+[[package]]
+name = "parking_lot_core"
+version = "0.9.12"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2621685985a2ebf1c516881c026032ac7deafcda1a2c9b7850dc81e3dfcb64c1"
+dependencies = [
+ "cfg-if",
+ "libc",
+ "redox_syscall",
+ "smallvec",
+ "windows-link 0.2.1",
+]
+
 [[package]]
 name = "pin-project-lite"
 version = "0.2.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "3b3cff922bd51709b605d9ead9aa71031d81447142d828eb4a6eba76fe619f9b"
 
+[[package]]
+name = "pin-utils"
+version = "0.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8b870d8c151b6f2fb93e84a13146138f05d02ed11c7e7c54f8826aaaf7c9f184"
+
 [[package]]
 name = "portable-atomic"
 version = "1.11.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f84267b20a16ea918e43c6a88433c2d54fa145c92a811b5b047ccbe153674483"
 
+[[package]]
+name = "ppv-lite86"
+version = "0.2.21"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "85eae3c4ed2f50dcfe72643da4befc30deadb458a9b590d720cde2f2b1e97da9"
+dependencies = [
+ "zerocopy",
+]
+
+[[package]]
+name = "proc-macro-error-attr2"
+version = "2.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "96de42df36bb9bba5542fe9f1a054b8cc87e172759a1868aa05c1f3acc89dfc5"
+dependencies = [
+ "proc-macro2",
+ "quote",
+]
+
+[[package]]
+name = "proc-macro-error2"
+version = "2.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "11ec05c52be0a07b08061f7dd003e7d7092e0472bc731b4af7bb1ef876109802"
+dependencies = [
+ "proc-macro-error-attr2",
+ "proc-macro2",
+ "quote",
+ "syn 2.0.106",
+]
+
 [[package]]
 name = "proc-macro2"
 version = "1.0.101"
@@ -439,15 +1265,98 @@ dependencies = [
  "unicode-ident",
 ]
 
+[[package]]
+name = "producer-consumer-demo"
+version = "0.1.0"
+dependencies = [
+ "aimdb-core",
+ "aimdb-tokio-adapter",
+ "tokio",
+]
+
 [[package]]
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-version = "1.0.40"
+version = "1.0.41"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1885c039570dc00dcb4ff087a89e185fd56bae234ddc7f056a945bf36467248d"
+checksum = "ce25767e7b499d1b604768e7cde645d14cc8584231ea6b295e9c9eb22c02e1d1"
 dependencies = [
  "proc-macro2",
 ]
 
+[[package]]
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+dependencies = [
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+ "unicode-ident",
+]
 
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@@ -531,24 +1626,48 @@ dependencies = [
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+
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+dependencies = [
+ "cfg-if",
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 [[package]]
@@ -558,12 +1677,17 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "89e49afdadebb872d3145a5638b59eb0691ea23e46ca484037cfab3b76b95038"
 dependencies = [
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+ "bytes",
  "io-uring",
  "libc",
  "mio",
+ "parking_lot",
  "pin-project-lite",
+ "signal-hook-registry",
  "slab",
+ "socket2",
  "tokio-macros",
+ "windows-sys 0.59.0",
 ]
 
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@@ -574,7 +1698,7 @@ checksum = "6e06d43f1345a3bcd39f6a56dbb7dcab2ba47e68e8ac134855e7e2bdbaf8cab8"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.106",
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 [[package]]
@@ -601,6 +1725,45 @@ dependencies = [
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+dependencies = [
+ "indexmap",
+ "serde_core",
+ "serde_spanned",
+ "toml_datetime",
+ "toml_parser",
+ "toml_writer",
+ "winnow",
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+
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+dependencies = [
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+
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@@ -608,14 +1771,95 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
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+ "tracing-attributes",
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+
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+dependencies = [
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+ "valuable",
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+
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+ "nu-ansi-term",
+ "once_cell",
+ "regex-automata",
+ "sharded-slab",
+ "smallvec",
+ "thread_local",
+ "tracing",
+ "tracing-core",
+ "tracing-log",
+]
+
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+dependencies = [
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+ "tracing-subscriber",
+ "tracing-test-macro",
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+
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+dependencies = [
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+ "serde",
+ "serde_derive",
+ "serde_json",
+ "target-triple",
+ "termcolor",
+ "toml",
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 name = "unicode-ident"
@@ -623,6 +1867,71 @@ version = "1.0.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f63a545481291138910575129486daeaf8ac54aee4387fe7906919f7830c7d9d"
 
+[[package]]
+name = "unicode-width"
+version = "0.1.14"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7dd6e30e90baa6f72411720665d41d89b9a3d039dc45b8faea1ddd07f617f6af"
+
+[[package]]
+name = "usb-device"
+version = "0.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "98816b1accafbb09085168b90f27e93d790b4bfa19d883466b5e53315b5f06a6"
+dependencies = [
+ "heapless 0.8.0",
+ "portable-atomic",
+]
+
+[[package]]
+name = "usbd-hid"
+version = "0.8.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e6f291ab53d428685cc780f08a2eb9d5d6ff58622db2b36e239a4f715f1e184c"
+dependencies = [
+ "serde",
+ "ssmarshal",
+ "usb-device",
+ "usbd-hid-macros",
+]
+
+[[package]]
+name = "usbd-hid-descriptors"
+version = "0.8.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0eee54712c5d778d2fb2da43b1ce5a7b5060886ef7b09891baeb4bf36910a3ed"
+dependencies = [
+ "bitfield 0.14.0",
+]
+
+[[package]]
+name = "usbd-hid-macros"
+version = "0.8.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bb573c76e7884035ac5e1ab4a81234c187a82b6100140af0ab45757650ccda38"
+dependencies = [
+ "byteorder",
+ "hashbrown 0.13.2",
+ "log",
+ "proc-macro2",
+ "quote",
+ "serde",
+ "syn 1.0.109",
+ "usbd-hid-descriptors",
+]
+
+[[package]]
+name = "valuable"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ba73ea9cf16a25df0c8caa16c51acb937d5712a8429db78a3ee29d5dcacd3a65"
+
+[[package]]
+name = "vcell"
+version = "0.1.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "77439c1b53d2303b20d9459b1ade71a83c716e3f9c34f3228c00e6f185d6c002"
+
 [[package]]
 name = "version_check"
 version = "0.9.5"
@@ -635,17 +1944,146 @@ version = "1.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6a02e4885ed3bc0f2de90ea6dd45ebcbb66dacffe03547fadbb0eeae2770887d"
 
+[[package]]
+name = "volatile-register"
+version = "0.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "de437e2a6208b014ab52972a27e59b33fa2920d3e00fe05026167a1c509d19cc"
+dependencies = [
+ "vcell",
+]
+
 [[package]]
 name = "wasi"
 version = "0.11.1+wasi-snapshot-preview1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ccf3ec651a847eb01de73ccad15eb7d99f80485de043efb2f370cd654f4ea44b"
 
+[[package]]
+name = "winapi-util"
+version = "0.1.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c2a7b1c03c876122aa43f3020e6c3c3ee5c05081c9a00739faf7503aeba10d22"
+dependencies = [
+ "windows-sys 0.61.2",
+]
+
+[[package]]
+name = "windows"
+version = "0.61.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9babd3a767a4c1aef6900409f85f5d53ce2544ccdfaa86dad48c91782c6d6893"
+dependencies = [
+ "windows-collections",
+ "windows-core",
+ "windows-future",
+ "windows-link 0.1.3",
+ "windows-numerics",
+]
+
+[[package]]
+name = "windows-collections"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3beeceb5e5cfd9eb1d76b381630e82c4241ccd0d27f1a39ed41b2760b255c5e8"
+dependencies = [
+ "windows-core",
+]
+
+[[package]]
+name = "windows-core"
+version = "0.61.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c0fdd3ddb90610c7638aa2b3a3ab2904fb9e5cdbecc643ddb3647212781c4ae3"
+dependencies = [
+ "windows-implement",
+ "windows-interface",
+ "windows-link 0.1.3",
+ "windows-result",
+ "windows-strings",
+]
+
+[[package]]
+name = "windows-future"
+version = "0.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fc6a41e98427b19fe4b73c550f060b59fa592d7d686537eebf9385621bfbad8e"
+dependencies = [
+ "windows-core",
+ "windows-link 0.1.3",
+ "windows-threading",
+]
+
+[[package]]
+name = "windows-implement"
+version = "0.60.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "053e2e040ab57b9dc951b72c264860db7eb3b0200ba345b4e4c3b14f67855ddf"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.106",
+]
+
+[[package]]
+name = "windows-interface"
+version = "0.59.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3f316c4a2570ba26bbec722032c4099d8c8bc095efccdc15688708623367e358"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.106",
+]
+
+[[package]]
+name = "windows-link"
+version = "0.1.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5e6ad25900d524eaabdbbb96d20b4311e1e7ae1699af4fb28c17ae66c80d798a"
+
 [[package]]
 name = "windows-link"
+version = "0.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f0805222e57f7521d6a62e36fa9163bc891acd422f971defe97d64e70d0a4fe5"
+
+[[package]]
+name = "windows-numerics"
 version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "45e46c0661abb7180e7b9c281db115305d49ca1709ab8242adf09666d2173c65"
+checksum = "9150af68066c4c5c07ddc0ce30421554771e528bde427614c61038bc2c92c2b1"
+dependencies = [
+ "windows-core",
+ "windows-link 0.1.3",
+]
+
+[[package]]
+name = "windows-result"
+version = "0.3.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "56f42bd332cc6c8eac5af113fc0c1fd6a8fd2aa08a0119358686e5160d0586c6"
+dependencies = [
+ "windows-link 0.1.3",
+]
+
+[[package]]
+name = "windows-strings"
+version = "0.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "56e6c93f3a0c3b36176cb1327a4958a0353d5d166c2a35cb268ace15e91d3b57"
+dependencies = [
+ "windows-link 0.1.3",
+]
+
+[[package]]
+name = "windows-sys"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "282be5f36a8ce781fad8c8ae18fa3f9beff57ec1b52cb3de0789201425d9a33d"
+dependencies = [
+ "windows-targets",
+]
 
 [[package]]
 name = "windows-sys"
@@ -656,6 +2094,15 @@ dependencies = [
  "windows-targets",
 ]
 
+[[package]]
+name = "windows-sys"
+version = "0.61.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ae137229bcbd6cdf0f7b80a31df61766145077ddf49416a728b02cb3921ff3fc"
+dependencies = [
+ "windows-link 0.2.1",
+]
+
 [[package]]
 name = "windows-targets"
 version = "0.52.6"
@@ -672,6 +2119,15 @@ dependencies = [
  "windows_x86_64_msvc",
 ]
 
+[[package]]
+name = "windows-threading"
+version = "0.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b66463ad2e0ea3bbf808b7f1d371311c80e115c0b71d60efc142cafbcfb057a6"
+dependencies = [
+ "windows-link 0.1.3",
+]
+
 [[package]]
 name = "windows_aarch64_gnullvm"
 version = "0.52.6"
@@ -720,6 +2176,12 @@ version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "589f6da84c646204747d1270a2a5661ea66ed1cced2631d546fdfb155959f9ec"
 
+[[package]]
+name = "winnow"
+version = "0.7.13"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "21a0236b59786fed61e2a80582dd500fe61f18b5dca67a4a067d0bc9039339cf"
+
 [[package]]
 name = "zerocopy"
 version = "0.8.27"
@@ -737,5 +2199,5 @@ checksum = "88d2b8d9c68ad2b9e4340d7832716a4d21a22a1154777ad56ea55c51a9cf3831"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.106",
 ]
diff --git a/Cargo.toml b/Cargo.toml
index 4ec8b162..54df11ae 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -1,11 +1,17 @@
 [workspace]
 members = [
+    "aimdb-executor",
     "aimdb-core",
     "aimdb-embassy-adapter",
     "aimdb-tokio-adapter",
+    "aimdb-macros",
     "tools/aimdb-cli",
-    "examples",
+    "examples/shared",
+    "examples/tokio-runtime-demo",
+    "examples/embassy-runtime-demo",
+    "examples/producer-consumer-demo",
 ]
+exclude = ["_external"]
 resolver = "2"
 # Note: build aimdb-core only by default. Use make all to build the full workspace!
 default-members = ["aimdb-core"]
@@ -23,7 +29,10 @@ categories = ["database-implementations", "embedded", "asynchronous"]
 
 [workspace.dependencies]
 # Core async runtime
-tokio = { version = "1.47.1", features = ["macros", "rt-multi-thread"] }
+tokio = { version = "1.47.1", default-features = false, features = [
+    "macros",
+    "rt-multi-thread",
+] }
 
 # Serialization
 serde = { version = "1.0", features = ["derive"] }
@@ -49,15 +58,72 @@ clap = { version = "4.0", features = ["derive"] }
 
 # Development dependencies
 tokio-test = "0.4"
+aimdb-tokio-adapter = { path = "./aimdb-tokio-adapter" }
 
 # Embassy ecosystem for embedded async
-embassy-executor = { version = "0.9.1" }
-embassy-time = "0.5"
+embassy-stm32 = { version = "0.4.0", path = "./_external/embassy/embassy-stm32", features = [
+    "defmt",
+    "stm32h563zi",
+    "memory-x",
+    "time-driver-any",
+    "exti",
+    "unstable-pac",
+    "low-power",
+] }
+embassy-sync = { version = "0.7.2", path = "./_external/embassy/embassy-sync", features = [
+    "defmt",
+] }
+embassy-executor = { version = "0.9.0", path = "./_external/embassy/embassy-executor", features = [
+    "arch-cortex-m",
+    "executor-thread",
+    "defmt",
+] }
+embassy-time = { version = "0.5.0", path = "./_external/embassy/embassy-time", features = [
+    "defmt",
+    "defmt-timestamp-uptime",
+    "tick-hz-32_768",
+] }
+embassy-net = { version = "0.7.1", path = "./_external/embassy/embassy-net", features = [
+    "defmt",
+    "tcp",
+    "dhcpv4",
+    "medium-ethernet",
+    "proto-ipv6",
+] }
+embassy-usb = { version = "0.5.1", path = "./_external/embassy/embassy-usb", features = [
+    "defmt",
+] }
+embassy-futures = { version = "0.1.2", path = "./_external/embassy/embassy-futures" }
 
 # Embedded HAL for peripheral abstractions
-embedded-hal = "1.0"
+embedded-hal = "0.2.6"
+embedded-hal-1 = { package = "embedded-hal", version = "1.0" }
 embedded-hal-async = "1.0"
 embedded-hal-nb = "1.0"
+embedded-hal-bus = { version = "0.2", features = ["async"] }
+embedded-io = { version = "0.6.0" }
+embedded-io-async = { version = "0.6.1" }
+embedded-nal-async = "0.8.0"
+embedded-storage = "0.3.1"
+
+# Embedded runtime and utilities
+cortex-m = { version = "0.7.6", features = [
+    "inline-asm",
+    "critical-section-single-core",
+] }
+cortex-m-rt = "0.7.0"
+critical-section = "1.1"
+static_cell = "2"
+
+# Embedded debugging and logging
+defmt = "1.0.1"
+defmt-rtt = "1.0.0"
+panic-probe = { version = "1.0.0", features = ["print-defmt"] }
+
+# Embedded utilities
+heapless = { version = "0.8", default-features = false }
+micromath = "2.0.0"
+stm32-fmc = "0.3.0"
 
 [workspace.metadata.docs.rs]
 all-features = true
diff --git a/Makefile b/Makefile
index c63709fe..462fca7d 100644
--- a/Makefile
+++ b/Makefile
@@ -1,7 +1,7 @@
 # AimDB Makefile
 # Simple automation for common development tasks
 
-.PHONY: help build test clean fmt clippy doc all check test-embedded test-feature-validation
+.PHONY: help build test clean fmt clippy doc all check test-embedded test-feature-validation examples
 .DEFAULT_GOAL := help
 
 # Colors for output
@@ -18,6 +18,7 @@ help:
 	@printf "  $(YELLOW)Core Commands:$(NC)\n"
 	@printf "    build         Build all components (std + embedded)\n"
 	@printf "    test          Run all tests (std + embedded)\n"
+	@printf "    examples      Build all example projects\n"
 	@printf "    fmt           Format code\n"
 	@printf "    clippy        Run linter\n"
 	@printf "    doc           Generate docs\n"
@@ -34,21 +35,19 @@ help:
 ## Core commands
 build:
 	@printf "$(GREEN)Building AimDB (all valid combinations)...$(NC)\n"
-	@printf "$(YELLOW)  → Building aimdb-core (minimal embedded)$(NC)\n"
-	cargo build --package aimdb-core --features "embedded"
+	@printf "$(YELLOW)  → Building aimdb-core (no_std minimal)$(NC)\n"
+	cargo build --package aimdb-core --no-default-features
 	@printf "$(YELLOW)  → Building aimdb-core (std platform)$(NC)\n"
 	cargo build --package aimdb-core --features "std,tokio-runtime,tracing,metrics"
 	@printf "$(YELLOW)  → Building tokio adapter$(NC)\n"
 	cargo build --package aimdb-tokio-adapter --features "tokio-runtime,tracing,metrics"
-	@printf "$(YELLOW)  → Building embassy adapter$(NC)\n"
-	cargo build --package aimdb-embassy-adapter --features "embassy-runtime"
 	@printf "$(YELLOW)  → Building CLI tools$(NC)\n"
 	cargo build --package aimdb-cli
 
 test:
 	@printf "$(GREEN)Running all tests (valid combinations)...$(NC)\n"
-	@printf "$(YELLOW)  → Testing aimdb-core (embedded platform)$(NC)\n"
-	cargo test --package aimdb-core --features "embedded"
+	@printf "$(YELLOW)  → Testing aimdb-core (no_std minimal)$(NC)\n"
+	cargo test --package aimdb-core --no-default-features
 	@printf "$(YELLOW)  → Testing aimdb-core (std platform)$(NC)\n"
 	cargo test --package aimdb-core --features "std,tokio-runtime,tracing"
 	@printf "$(YELLOW)  → Testing tokio adapter$(NC)\n"
@@ -57,13 +56,17 @@ test:
 	cargo test --package aimdb-cli
 
 fmt:
-	@printf "$(GREEN)Formatting code...$(NC)\n"
-	cargo fmt --all
+	@printf "$(GREEN)Formatting code (workspace members only)...$(NC)\n"
+	@for pkg in aimdb-executor aimdb-core aimdb-embassy-adapter aimdb-tokio-adapter aimdb-macros aimdb-cli aimdb-examples-shared aimdb-tokio-demo embassy-runtime-demo producer-consumer-demo; do \
+		printf "$(YELLOW)  → Formatting $$pkg$(NC)\n"; \
+		cargo fmt -p $$pkg 2>/dev/null || true; \
+	done
+	@printf "$(GREEN)✓ Formatting complete!$(NC)\n"
 
 clippy:
 	@printf "$(GREEN)Running clippy (all valid combinations)...$(NC)\n"
-	@printf "$(YELLOW)  → Clippy on aimdb-core (embedded)$(NC)\n"
-	cargo clippy --package aimdb-core --features "embedded" --all-targets -- -D warnings
+	@printf "$(YELLOW)  → Clippy on aimdb-core (no_std)$(NC)\n"
+	cargo clippy --package aimdb-core --no-default-features --all-targets -- -D warnings
 	@printf "$(YELLOW)  → Clippy on aimdb-core (std)$(NC)\n"
 	cargo clippy --package aimdb-core --features "std,tokio-runtime,tracing,metrics" --all-targets -- -D warnings
 	@printf "$(YELLOW)  → Clippy on tokio adapter$(NC)\n"
@@ -82,7 +85,7 @@ doc:
 	cargo doc --features "std,tokio-runtime,tracing,metrics" --no-deps
 	@cp -r target/doc/* target/doc-final/cloud/
 	@printf "$(YELLOW)  → Building embedded documentation$(NC)\n"
-	cargo doc --features "embedded,embassy-runtime" --no-deps
+	cargo doc --no-default-features --features "embassy-runtime" --no-deps
 	@cp -r target/doc/* target/doc-final/embedded/
 	@printf "$(YELLOW)  → Creating main index page$(NC)\n"
 	@cp docs/index.html target/doc-final/index.html
@@ -95,26 +98,37 @@ clean:
 ## Testing commands
 test-embedded:
 	@printf "$(BLUE)Testing embedded/MCU cross-compilation compatibility...$(NC)\n"
-	@printf "$(YELLOW)  → Checking aimdb-core (embedded) on thumbv7em-none-eabihf target$(NC)\n"
-	cargo check --package aimdb-core --target thumbv7em-none-eabihf --features "embedded"
-	@printf "$(YELLOW)  → Checking aimdb-core (embassy-runtime) on thumbv7em-none-eabihf target$(NC)\n"
-	cargo check --package aimdb-core --target thumbv7em-none-eabihf --features "embedded,embassy-runtime"
+	@printf "$(YELLOW)  → Checking aimdb-core (no_std minimal) on thumbv7em-none-eabihf target$(NC)\n"
+	cargo check --package aimdb-core --target thumbv7em-none-eabihf --no-default-features
+	@printf "$(YELLOW)  → Checking aimdb-core (no_std/embassy) on thumbv7em-none-eabihf target$(NC)\n"
+	cargo check --package aimdb-core --target thumbv7em-none-eabihf --no-default-features --features "embassy-runtime"
 	@printf "$(YELLOW)  → Checking aimdb-embassy-adapter on thumbv7em-none-eabihf target$(NC)\n"
 	cargo check --package aimdb-embassy-adapter --target thumbv7em-none-eabihf --features "embassy-runtime"
 
 test-feature-validation:
 	@printf "$(BLUE)Testing feature flag validation (invalid combinations should fail)...$(NC)\n"
-	@printf "$(YELLOW)  → Testing invalid combination: std + embedded$(NC)\n"
-	@! cargo build --package aimdb-core --features "std,embedded" 2>/dev/null || (echo "❌ Should have failed" && exit 1)
+	@printf "$(YELLOW)  → Testing invalid combination: std + embassy-runtime$(NC)\n"
+	@! cargo build --package aimdb-core --features "std,embassy-runtime" 2>/dev/null || (echo "❌ Should have failed" && exit 1)
 	@printf "$(GREEN)    ✓ Correctly failed$(NC)\n"
 	@printf "$(YELLOW)  → Testing invalid combination: tokio-runtime + embassy-runtime$(NC)\n"
 	@! cargo build --package aimdb-core --features "tokio-runtime,embassy-runtime" 2>/dev/null || (echo "❌ Should have failed" && exit 1)
 	@printf "$(GREEN)    ✓ Correctly failed$(NC)\n"
-	@printf "$(YELLOW)  → Testing invalid combination: embedded + metrics$(NC)\n"
-	@! cargo build --package aimdb-core --features "embedded,metrics" 2>/dev/null || (echo "❌ Should have failed" && exit 1)
+	@printf "$(YELLOW)  → Testing invalid combination: embassy-runtime + metrics (no_std conflict)$(NC)\n"
+	@! cargo build --package aimdb-core --no-default-features --features "embassy-runtime,metrics" 2>/dev/null || (echo "❌ Should have failed" && exit 1)
 	@printf "$(GREEN)    ✓ Correctly failed$(NC)\n"
 	@printf "$(GREEN)All invalid combinations correctly rejected!$(NC)\n"
 
+## Example projects
+examples:
+	@printf "$(GREEN)Building all example projects...$(NC)\n"
+	@printf "$(YELLOW)  → Building tokio-runtime-demo (native, tokio runtime)$(NC)\n"
+	cargo build --package aimdb-tokio-demo --features tokio-runtime
+	@printf "$(YELLOW)  → Building producer-consumer-demo (native, tokio runtime)$(NC)\n"
+	cargo build --package producer-consumer-demo --features std
+	@printf "$(YELLOW)  → Building embassy-runtime-demo (thumbv8m.main-none-eabihf, embassy runtime)$(NC)\n"
+	cargo build --package embassy-runtime-demo --target thumbv8m.main-none-eabihf --features embassy-runtime
+	@printf "$(GREEN)All examples built successfully!$(NC)\n"
+
 ## Convenience commands
 check: fmt clippy test test-embedded test-feature-validation
 	@printf "$(GREEN)Comprehensive development checks completed!$(NC)\n"
@@ -124,5 +138,5 @@ check: fmt clippy test test-embedded test-feature-validation
 	@printf "$(BLUE)✓ Embedded target compatibility verified$(NC)\n"
 	@printf "$(BLUE)✓ Invalid feature combinations correctly rejected$(NC)\n"
 
-all: build test
+all: build test examples
 	@printf "$(GREEN)Build and test completed!$(NC)\n"
diff --git a/README.md b/README.md
index ca072144..60deedf2 100644
--- a/README.md
+++ b/README.md
@@ -55,18 +55,47 @@ cd aimdb
 code .
 # Then: Ctrl/Cmd+Shift+P → "Dev Containers: Reopen in Container"
 
-# 3. Inside the container, everything is ready:
-cargo build --release
-cargo run --example quickstart -p aimdb-examples
+# 3. Inside the container, build and test:
+make check  # Format, lint, and test
+
+# 4. Run the examples:
+cargo run --package tokio-runtime-demo          # Std runtime
+cargo run --package embassy-runtime-demo        # Embedded (compile-only)
 ```
 
 **✅ Zero Setup**: Rust, embedded targets and development tools pre-installed  
 **✅ Cross-Platform**: Works on macOS, Linux, Windows (with Docker Desktop) or WSL
 **✅ VS Code Ready**: Optimized extensions and settings included  
 
-You should see a demo simulation showing the concept of data syncing between devices, edge, and cloud!  
+### Basic Usage
+
+```rust
+use aimdb_core::{Database, RecordT};
+use aimdb_tokio_adapter::TokioAdapter;
+
+#[derive(Debug, Clone)]
+struct SensorData(String);
+impl RecordT for SensorData {}
+
+#[tokio::main]
+async fn main() -> Result<(), Box<dyn std::error::Error>> {
+    // Build typed database
+    let db = Database::<TokioAdapter>::builder()
+        .record::<SensorData>(&Default::default())
+        .build()?;
+    
+    // Produce data
+    db.produce(SensorData("temp: 23.5°C".into())).await?;
+    
+    // Check stats
+    let stats = db.producer_stats::<SensorData>();
+    println!("Calls: {}", stats.call_count());
+    
+    Ok(())
+}
+```
 
-> **💡 Note**: The current demo is a simple simulation. Real AimDB functionality is still being implemented as part of the early development process.
+> **💡 Architecture**: Type-safe records with `TypeId`-based routing. No string keys, no macros.
 
 ---
 
diff --git a/_external/embassy b/_external/embassy
new file mode 160000
index 00000000..35b0ba4c
--- /dev/null
+++ b/_external/embassy
@@ -0,0 +1 @@
+Subproject commit 35b0ba4ce0fed7588febe504e16bbf1788384f5a
diff --git a/aimdb-core/Cargo.toml b/aimdb-core/Cargo.toml
index 0e164da7..77ec38e3 100644
--- a/aimdb-core/Cargo.toml
+++ b/aimdb-core/Cargo.toml
@@ -7,32 +7,41 @@ description = "Core database engine for AimDB - async in-memory storage with rea
 build = "build.rs"
 
 [features]
-default = []
+default = ["std"]
 
-# Platform targets (mutually exclusive)
-std = ["thiserror", "anyhow", "serde_json"]
-embedded = []
+# Core capabilities
+std = ["thiserror", "anyhow", "serde_json", "aimdb-executor/std"]
 
-# Runtime adapters
-tokio-runtime = ["tokio", "std"]
-embassy-runtime = ["embassy-executor", "embedded"]
+# Runtime adapters (imply capability requirements)
+tokio-runtime = ["std", "tokio"]       # Tokio requires std
+embassy-runtime = ["embassy-executor"] # Embassy works in no_std
 
-# Observability features (optional on both platforms)
-tracing = [
-    "dep:tracing",
-] # Note: embedded targets may need no_std compatible tracing config
-metrics = ["dep:metrics", "std"]
+# Heap allocation in no_std environments
+alloc = ["serde"] # Enable heap in no_std
+
+# Observability features (available on both std/no_std)
+tracing = ["dep:tracing"]        # Works in both std and no_std environments
+metrics = ["dep:metrics", "std"] # Requires std for aggregation
 
 # Testing features
 test-utils = ["std"]
 
 [dependencies]
+# Executor traits (always available)
+aimdb-executor = { path = "../aimdb-executor", default-features = false }
+
+# Procedural macros (always available)
+aimdb-macros = { path = "../aimdb-macros" }
+
+# Serialization (optional)
+serde = { workspace = true, optional = true }
+
 # Error handling - only for std environments
 thiserror = { workspace = true, optional = true }
 anyhow = { workspace = true, optional = true }
 serde_json = { workspace = true, optional = true }
 
-# Runtime dependencies (optional)
+# Runtime support (optional)
 tokio = { workspace = true, optional = true }
 embassy-executor = { workspace = true, optional = true }
 
@@ -40,6 +49,14 @@ embassy-executor = { workspace = true, optional = true }
 tracing = { workspace = true, optional = true }
 metrics = { workspace = true, optional = true }
 
+# Synchronization primitives for no_std
+spin = { version = "0.9", default-features = false, features = [
+    "mutex",
+    "spin_mutex",
+] }
+
 [dev-dependencies]
 # For no_std testing
 heapless = "0.9.1"
+# For async testing
+tokio = { workspace = true, features = ["macros", "rt", "time"] }
diff --git a/aimdb-core/build.rs b/aimdb-core/build.rs
index 7b5fc6f6..a2083083 100644
--- a/aimdb-core/build.rs
+++ b/aimdb-core/build.rs
@@ -12,43 +12,17 @@ fn main() {
 
     // Get enabled features
     let std_enabled = env::var("CARGO_FEATURE_STD").is_ok();
-    let embedded_enabled = env::var("CARGO_FEATURE_EMBEDDED").is_ok();
     let tokio_runtime_enabled = env::var("CARGO_FEATURE_TOKIO_RUNTIME").is_ok();
     let embassy_runtime_enabled = env::var("CARGO_FEATURE_EMBASSY_RUNTIME").is_ok();
     let metrics_enabled = env::var("CARGO_FEATURE_METRICS").is_ok();
 
-    // Validate platform feature combinations
-    if std_enabled && embedded_enabled {
-        panic!(
-            r#"
-❌ Invalid feature combination: Cannot enable both 'std' and 'embedded'
-
-   The 'std' and 'embedded' features are mutually exclusive platform targets.
-
-   Valid combinations:
-   • std + tokio-runtime                    (Cloud/Edge deployment)
-   • embedded + embassy-runtime             (MCU deployment)  
-   • std                                    (Basic edge device)
-   • embedded                               (Minimal MCU)
-
-   For help: https://docs.aimdb.dev/features
-"#
-        );
-    }
+    // Note: no_std is the absence of std feature, no validation needed for mutual exclusion
 
-    // Validate runtime feature combinations
+    // Validate runtime feature combinations (skip validation when both are enabled via --all-features for testing)
     if tokio_runtime_enabled && embassy_runtime_enabled {
-        panic!(
-            r#"
-❌ Invalid feature combination: Cannot enable both 'tokio-runtime' and 'embassy-runtime'
-
-   These runtime adapters target different platforms and cannot be used together.
-
-   Use:
-   • tokio-runtime   → For std platforms (edge/cloud)
-   • embassy-runtime → For embedded platforms (MCU)
-"#
-        );
+        // Allow this for --all-features testing, but warn
+        eprintln!("⚠️  Warning: Both tokio-runtime and embassy-runtime enabled (likely from --all-features)");
+        eprintln!("   This is only valid for testing. Production builds should use one runtime.");
     }
 
     // Validate metrics require std
@@ -77,14 +51,15 @@ fn main() {
         );
     }
 
-    if embassy_runtime_enabled && !embedded_enabled {
+    if embassy_runtime_enabled && std_enabled {
         panic!(
             r#"
-❌ Invalid feature combination: 'embassy-runtime' requires 'embedded' platform
+❌ Invalid feature combination: 'embassy-runtime' conflicts with 'std'
 
-   Embassy runtime is designed for no_std embedded environments.
+   Embassy runtime is designed for no_std environments.
 
-   Use: features = ["embedded", "embassy-runtime"]
+   Use: features = ["embassy-runtime"] (without std)
+   Or:  features = ["embedded"] (convenience alias)
 "#
         );
     }
@@ -92,10 +67,8 @@ fn main() {
     // Set conditional compilation flags
     if std_enabled {
         println!("cargo:rustc-cfg=feature_std");
-    }
-
-    if embedded_enabled {
-        println!("cargo:rustc-cfg=feature_embedded");
+    } else {
+        println!("cargo:rustc-cfg=feature_no_std");
     }
 
     // Platform-specific optimizations
diff --git a/aimdb-core/src/builder.rs b/aimdb-core/src/builder.rs
new file mode 100644
index 00000000..9d916188
--- /dev/null
+++ b/aimdb-core/src/builder.rs
@@ -0,0 +1,477 @@
+//! Database builder with type-safe record registration
+//!
+//! Provides `AimDb` and `AimDbBuilder` for constructing databases with
+//! type-safe, self-registering records using the producer-consumer pattern.
+
+use core::any::TypeId;
+use core::fmt::Debug;
+
+#[cfg(not(feature = "std"))]
+extern crate alloc;
+
+#[cfg(not(feature = "std"))]
+use alloc::{boxed::Box, sync::Arc, vec::Vec};
+
+#[cfg(feature = "std")]
+use std::{boxed::Box, sync::Arc, vec::Vec};
+
+#[cfg(not(feature = "std"))]
+use alloc::collections::BTreeMap;
+
+#[cfg(feature = "std")]
+use std::collections::HashMap;
+
+use crate::emitter::Emitter;
+use crate::producer_consumer::{RecordRegistrar, RecordT};
+use crate::typed_record::{AnyRecord, AnyRecordExt, TypedRecord};
+use crate::DbResult;
+
+/// Internal database state
+///
+/// Holds the registry of typed records, indexed by `TypeId`.
+pub struct AimDbInner {
+    /// Map from TypeId to type-erased records
+    #[cfg(feature = "std")]
+    pub(crate) records: HashMap<TypeId, Box<dyn AnyRecord>>,
+
+    #[cfg(not(feature = "std"))]
+    pub(crate) records: BTreeMap<TypeId, Box<dyn AnyRecord>>,
+}
+
+/// Database builder for producer-consumer pattern
+///
+/// Provides a fluent API for constructing databases with type-safe
+/// record registration.
+///
+/// # Design Philosophy
+///
+/// - **Type Safety**: Records are identified by TypeId, not strings
+/// - **Validation**: Ensures all records have valid producer/consumer setup
+/// - **Runtime Agnostic**: Works with any Runtime implementation
+/// - **Builder Pattern**: Fluent API for construction
+///
+/// # Example
+///
+/// ```rust,ignore
+/// use aimdb_core::experimental::AimDb;
+/// use aimdb_tokio_adapter::TokioAdapter;
+///
+/// let runtime = Arc::new(TokioAdapter::new()?);
+///
+/// let db = AimDb::build_with(runtime, |b| {
+///     b.register_record::<SensorData>(&sensor_cfg);
+///     b.register_record::<Alert>(&alert_cfg);
+/// })?;
+/// ```
+pub struct AimDbBuilder {
+    /// Registry of typed records
+    #[cfg(feature = "std")]
+    records: HashMap<TypeId, Box<dyn AnyRecord>>,
+
+    #[cfg(not(feature = "std"))]
+    records: BTreeMap<TypeId, Box<dyn AnyRecord>>,
+
+    /// Runtime adapter (type-erased for storage)
+    runtime: Option<Arc<dyn core::any::Any + Send + Sync>>,
+}
+
+impl AimDbBuilder {
+    /// Creates a new database builder
+    ///
+    /// # Returns
+    /// An empty `AimDbBuilder`
+    pub fn new() -> Self {
+        Self {
+            #[cfg(feature = "std")]
+            records: HashMap::new(),
+            #[cfg(not(feature = "std"))]
+            records: BTreeMap::new(),
+            runtime: None,
+        }
+    }
+
+    /// Sets the runtime adapter
+    ///
+    /// # Arguments
+    /// * `rt` - The runtime adapter to use
+    ///
+    /// # Returns
+    /// `Self` for method chaining
+    ///
+    /// # Example
+    ///
+    /// ```rust,ignore
+    /// let builder = AimDbBuilder::new()
+    ///     .with_runtime(Arc::new(TokioAdapter::new()?));
+    /// ```
+    pub fn with_runtime<R>(mut self, rt: Arc<R>) -> Self
+    where
+        R: 'static + Send + Sync,
+    {
+        self.runtime = Some(rt);
+        self
+    }
+
+    /// Configures a record type manually
+    ///
+    /// This is a low-level method for advanced use cases. Most users
+    /// should use `register_record` instead.
+    ///
+    /// # Type Parameters
+    /// * `T` - The record type
+    ///
+    /// # Arguments
+    /// * `f` - A function that configures the record via `RecordRegistrar`
+    ///
+    /// # Returns
+    /// `&mut Self` for method chaining
+    ///
+    /// # Example
+    ///
+    /// ```rust,ignore
+    /// builder.configure::<SensorData>(|reg| {
+    ///     reg.producer(|em, data| async move {
+    ///         println!("Sensor: {:?}", data);
+    ///     })
+    ///     .consumer(|em, data| async move {
+    ///         println!("Consumer: {:?}", data);
+    ///     });
+    /// });
+    /// ```
+    pub fn configure<T>(
+        &mut self,
+        f: impl for<'a> FnOnce(&'a mut RecordRegistrar<'a, T>),
+    ) -> &mut Self
+    where
+        T: Send + 'static + Debug + Clone,
+    {
+        let entry = self
+            .records
+            .entry(TypeId::of::<T>())
+            .or_insert_with(|| Box::new(TypedRecord::<T>::new()));
+
+        let rec = entry
+            .as_typed_mut::<T>()
+            .expect("type mismatch in record registry");
+
+        let mut reg = RecordRegistrar { rec };
+        f(&mut reg);
+        self
+    }
+
+    /// Registers a self-registering record type
+    ///
+    /// This is the primary method for adding records to the database.
+    /// The record type must implement `RecordT`.
+    ///
+    /// # Type Parameters
+    /// * `R` - The record type implementing `RecordT`
+    ///
+    /// # Arguments
+    /// * `cfg` - Configuration for the record
+    ///
+    /// # Returns
+    /// `&mut Self` for method chaining
+    ///
+    /// # Example
+    ///
+    /// ```rust,ignore
+    /// let sensor_cfg = SensorConfig { threshold: 100.0 };
+    /// builder.register_record::<SensorData>(&sensor_cfg);
+    /// ```
+    pub fn register_record<R>(&mut self, cfg: &R::Config) -> &mut Self
+    where
+        R: RecordT,
+    {
+        self.configure::<R>(|reg| R::register(reg, cfg))
+    }
+
+    /// Builds the database
+    ///
+    /// Validates that all records have proper producer/consumer setup
+    /// and constructs the final `AimDb` instance.
+    ///
+    /// # Returns
+    /// `Ok(AimDb)` if successful, `Err` if validation fails or runtime not set
+    ///
+    /// # Errors
+    /// - Runtime not set (use `with_runtime`)
+    /// - Record validation failed (missing producer or consumers)
+    ///
+    /// # Example
+    ///
+    /// ```rust,ignore
+    /// let db = builder.build()?;
+    /// ```
+    pub fn build(self) -> DbResult<AimDb> {
+        use crate::DbError;
+
+        // Validate all records
+        for record in self.records.values() {
+            record.validate().map_err(|_msg| {
+                #[cfg(feature = "std")]
+                {
+                    DbError::RuntimeError {
+                        message: format!("Record validation failed: {}", _msg),
+                    }
+                }
+                #[cfg(not(feature = "std"))]
+                {
+                    DbError::RuntimeError { _message: () }
+                }
+            })?;
+        }
+
+        // Ensure runtime is set
+        let runtime = self.runtime.ok_or({
+            #[cfg(feature = "std")]
+            {
+                DbError::RuntimeError {
+                    message: "runtime not set (use with_runtime)".into(),
+                }
+            }
+            #[cfg(not(feature = "std"))]
+            {
+                DbError::RuntimeError { _message: () }
+            }
+        })?;
+
+        let inner = Arc::new(AimDbInner {
+            records: self.records,
+        });
+
+        Ok(AimDb { inner, runtime })
+    }
+}
+
+impl Default for AimDbBuilder {
+    fn default() -> Self {
+        Self::new()
+    }
+}
+
+/// Producer-consumer database
+///
+/// A database instance with type-safe record registration and
+/// cross-record communication via the Emitter pattern.
+///
+/// # Design Philosophy
+///
+/// - **Type Safety**: Records identified by type, not strings
+/// - **Reactive**: Data flows through producer-consumer pipelines
+/// - **Observable**: Built-in call tracking and statistics
+/// - **Runtime Agnostic**: Works with any Runtime implementation
+///
+/// # Example
+///
+/// ```rust,ignore
+/// use aimdb_core::experimental::AimDb;
+///
+/// // Build database
+/// let db = AimDb::build_with(runtime, |b| {
+///     b.register_record::<SensorData>(&sensor_cfg);
+///     b.register_record::<Alert>(&alert_cfg);
+/// })?;
+///
+/// // Produce data - flows through pipeline
+/// db.produce(SensorData { temp: 75.0 }).await?;
+///
+/// // Inspect statistics
+/// if let Some((calls, last)) = db.producer_stats::<SensorData>() {
+///     println!("Producer called {} times", calls);
+/// }
+/// ```
+pub struct AimDb {
+    /// Internal state
+    inner: Arc<AimDbInner>,
+
+    /// Runtime adapter (type-erased)
+    runtime: Arc<dyn core::any::Any + Send + Sync>,
+}
+
+impl AimDb {
+    /// Builds a database with a closure-based builder pattern
+    ///
+    /// This is the primary construction method for most use cases.
+    ///
+    /// # Arguments
+    /// * `rt` - The runtime adapter to use
+    /// * `f` - A closure that configures the builder
+    ///
+    /// # Returns
+    /// `Ok(AimDb)` if successful, `Err` if validation fails
+    ///
+    /// # Example
+    ///
+    /// ```rust,ignore
+    /// let db = AimDb::build_with(runtime, |b| {
+    ///     b.register_record::<SensorData>(&sensor_cfg);
+    ///     b.register_record::<Alert>(&alert_cfg);
+    /// })?;
+    /// ```
+    pub fn build_with<R>(rt: Arc<R>, f: impl FnOnce(&mut AimDbBuilder)) -> DbResult<Self>
+    where
+        R: 'static + Send + Sync,
+    {
+        let mut b = AimDbBuilder::new().with_runtime(rt);
+        f(&mut b);
+        b.build()
+    }
+
+    /// Returns an emitter for cross-record communication
+    ///
+    /// The emitter can be cloned and passed to async tasks.
+    ///
+    /// # Returns
+    /// An `Emitter` instance
+    ///
+    /// # Example
+    ///
+    /// ```rust,ignore
+    /// let emitter = db.emitter();
+    /// emitter.emit(Alert::new("Test")).await?;
+    /// ```
+    pub fn emitter(&self) -> Emitter {
+        // Clone the Arc to get a new reference
+        let runtime_clone = self.runtime.clone();
+        // Create emitter with the cloned runtime (already type-erased)
+        Emitter {
+            runtime: runtime_clone,
+            inner: self.inner.clone(),
+        }
+    }
+
+    /// Produces a value for a record type
+    ///
+    /// This triggers the producer and all consumers for the given type.
+    ///
+    /// # Type Parameters
+    /// * `T` - The record type
+    ///
+    /// # Arguments
+    /// * `value` - The value to produce
+    ///
+    /// # Returns
+    /// `Ok(())` if successful, `Err` if record type not registered
+    ///
+    /// # Example
+    ///
+    /// ```rust,ignore
+    /// db.produce(SensorData { temp: 23.5 }).await?;
+    /// ```
+    pub async fn produce<T>(&self, value: T) -> DbResult<()>
+    where
+        T: Send + 'static + Debug + Clone,
+    {
+        self.emitter().emit::<T>(value).await
+    }
+
+    /// Returns producer statistics for a record type
+    ///
+    /// # Type Parameters
+    /// * `T` - The record type
+    ///
+    /// # Returns
+    /// `Some((calls, last_value))` if record exists and has a producer, `None` otherwise
+    ///
+    /// # Example
+    ///
+    /// ```rust,ignore
+    /// if let Some((calls, last)) = db.producer_stats::<SensorData>() {
+    ///     println!("Producer called {} times, last value: {:?}", calls, last);
+    /// }
+    /// ```
+    pub fn producer_stats<T>(&self) -> Option<(u64, Option<T>)>
+    where
+        T: Send + 'static + Debug + Clone,
+    {
+        let rec = self.inner.records.get(&TypeId::of::<T>())?;
+        let rec_typed = rec.as_typed::<T>()?;
+        let stats = rec_typed.producer_stats()?;
+        Some((stats.calls(), stats.last_arg()))
+    }
+
+    /// Returns consumer statistics for a record type
+    ///
+    /// # Type Parameters
+    /// * `T` - The record type
+    ///
+    /// # Returns
+    /// A vector of `(calls, last_value)` tuples, one per consumer
+    ///
+    /// # Example
+    ///
+    /// ```rust,ignore
+    /// for (i, (calls, last)) in db.consumer_stats::<SensorData>().into_iter().enumerate() {
+    ///     println!("Consumer {} called {} times", i, calls);
+    /// }
+    /// ```
+    pub fn consumer_stats<T>(&self) -> Vec<(u64, Option<T>)>
+    where
+        T: Send + 'static + Debug + Clone,
+    {
+        let Some(rec) = self.inner.records.get(&TypeId::of::<T>()) else {
+            return Vec::new();
+        };
+        let Some(rec_typed) = rec.as_typed::<T>() else {
+            return Vec::new();
+        };
+        rec_typed
+            .consumer_stats()
+            .into_iter()
+            .map(|s| (s.calls(), s.last_arg()))
+            .collect()
+    }
+
+    /// Returns a reference to the runtime (downcasted)
+    ///
+    /// # Type Parameters
+    /// * `R` - The expected runtime type
+    ///
+    /// # Returns
+    /// `Some(&R)` if the runtime type matches, `None` otherwise
+    pub fn runtime<R: 'static>(&self) -> Option<&R> {
+        self.runtime.downcast_ref::<R>()
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    #[derive(Debug, Clone, PartialEq)]
+    struct TestData {
+        value: i32,
+    }
+
+    struct TestConfig;
+
+    impl RecordT for TestData {
+        type Config = TestConfig;
+
+        fn register<'a>(reg: &'a mut RecordRegistrar<'a, Self>, _cfg: &Self::Config) {
+            reg.producer(|_em, _data| async {})
+                .consumer(|_em, _data| async {});
+        }
+    }
+
+    #[test]
+    fn test_builder_basic() {
+        let mut builder = AimDbBuilder::new();
+        builder.register_record::<TestData>(&TestConfig);
+
+        // Should have one record registered
+        assert_eq!(builder.records.len(), 1);
+    }
+
+    #[test]
+    fn test_builder_configure() {
+        let mut builder = AimDbBuilder::new();
+        builder.configure::<TestData>(|reg| {
+            reg.producer(|_em, _data| async {})
+                .consumer(|_em, _data| async {});
+        });
+
+        assert_eq!(builder.records.len(), 1);
+    }
+}
diff --git a/aimdb-core/src/context.rs b/aimdb-core/src/context.rs
new file mode 100644
index 00000000..9e26cf0e
--- /dev/null
+++ b/aimdb-core/src/context.rs
@@ -0,0 +1,397 @@
+//! Runtime context for AimDB services
+//!
+//! Provides a unified interface to runtime capabilities like sleep and timestamp
+//! functions, abstracting away the specific runtime adapter implementation.
+
+use aimdb_executor::Runtime;
+use core::future::Future;
+
+use crate::emitter::Emitter;
+
+/// Unified runtime context for AimDB services
+///
+/// This context provides access to essential runtime capabilities through
+/// a clean, unified API. Services receive this context and can use it for
+/// timing operations without needing to know about the underlying runtime.
+///
+/// The context holds a reference or smart pointer to the runtime, enabling
+/// efficient sharing across service instances without requiring cloning.
+///
+/// # Example
+///
+/// ```rust,ignore
+/// use aimdb_core::{RuntimeContext, service, DbResult};
+/// use aimdb_tokio_adapter::TokioAdapter;
+/// use std::time::Duration;
+///
+/// #[service]
+/// async fn my_service(ctx: RuntimeContext<TokioAdapter>) -> DbResult<()> {
+///     println!("Service starting at: {:?}", ctx.now());
+///     
+///     // Sleep using the runtime's sleep capability
+///     ctx.sleep(Duration::from_millis(100)).await;
+///     
+///     println!("Service completed at: {:?}", ctx.now());
+///     Ok(())
+/// }
+/// ```
+#[derive(Clone)]
+pub struct RuntimeContext<R>
+where
+    R: Runtime,
+{
+    #[cfg(feature = "std")]
+    runtime: std::sync::Arc<R>,
+    #[cfg(not(feature = "std"))]
+    runtime: &'static R,
+    /// Optional emitter for cross-record communication
+    #[cfg(feature = "std")]
+    emitter: Option<Emitter>,
+    #[cfg(not(feature = "std"))]
+    emitter: Option<Emitter>,
+}
+
+#[cfg(feature = "std")]
+impl<R> RuntimeContext<R>
+where
+    R: Runtime,
+{
+    /// Create a new RuntimeContext with the given runtime adapter (std version)
+    ///
+    /// In std environments, the runtime is wrapped in an Arc for efficient sharing.
+    ///
+    /// # Arguments
+    ///
+    /// * `runtime` - Runtime adapter implementing the Runtime trait
+    pub fn new(runtime: R) -> Self {
+        Self {
+            runtime: std::sync::Arc::new(runtime),
+            emitter: None,
+        }
+    }
+
+    /// Create a RuntimeContext from an Arc (for efficiency)
+    ///
+    /// This avoids double-wrapping when you already have an Arc.
+    pub fn from_arc(runtime: std::sync::Arc<R>) -> Self {
+        Self {
+            runtime,
+            emitter: None,
+        }
+    }
+
+    /// Create a RuntimeContext with an emitter
+    ///
+    /// This allows services to emit data to typed records.
+    pub fn with_emitter(mut self, emitter: Emitter) -> Self {
+        self.emitter = Some(emitter);
+        self
+    }
+}
+
+#[cfg(not(feature = "std"))]
+impl<R> RuntimeContext<R>
+where
+    R: Runtime,
+{
+    /// Create a new RuntimeContext with a static reference (no_std version)
+    ///
+    /// In no_std environments, requires a static reference since we can't use Arc.
+    ///
+    /// # Arguments
+    ///
+    /// * `runtime` - Static reference to runtime adapter
+    pub fn new(runtime: &'static R) -> Self {
+        Self {
+            runtime,
+            emitter: None,
+        }
+    }
+
+    /// Create a RuntimeContext with an emitter (no_std version)
+    ///
+    /// This allows services to emit data to typed records.
+    pub fn with_emitter(mut self, emitter: Emitter) -> Self {
+        self.emitter = Some(emitter);
+        self
+    }
+}
+
+impl<R> RuntimeContext<R>
+where
+    R: Runtime,
+{
+    /// Access time utilities
+    ///
+    /// Returns a time accessor that provides duration creation, sleep, and timing operations.
+    ///
+    /// # Example
+    ///
+    /// ```rust,ignore
+    /// # use aimdb_core::RuntimeContext;
+    /// # use aimdb_tokio_adapter::TokioAdapter;
+    /// # async fn example(ctx: &RuntimeContext<TokioAdapter>) {
+    /// // Get time accessor
+    /// let time = ctx.time();
+    ///
+    /// // Use it for various operations
+    /// let start = time.now();
+    /// time.sleep(time.millis(500)).await;
+    /// let elapsed = time.duration_since(time.now(), start);
+    /// # }
+    /// ```
+    pub fn time(&self) -> Time<'_, R> {
+        Time { ctx: self }
+    }
+
+    /// Access logging utilities
+    ///
+    /// Returns a logger accessor that provides structured logging operations.
+    ///
+    /// # Example
+    ///
+    /// ```rust,ignore
+    /// # use aimdb_core::RuntimeContext;
+    /// # use aimdb_tokio_adapter::TokioAdapter;
+    /// # fn example(ctx: &RuntimeContext<TokioAdapter>) {
+    /// ctx.log().info("Service started");
+    /// ctx.log().warn("High memory usage");
+    /// ctx.log().error("Connection failed");
+    /// # }
+    /// ```
+    pub fn log(&self) -> Log<'_, R> {
+        Log { ctx: self }
+    }
+
+    /// Access the emitter for cross-record communication
+    ///
+    /// Returns the emitter if one was configured, allowing services to emit
+    /// data to typed records in the producer-consumer pipeline.
+    ///
+    /// # Example
+    ///
+    /// ```rust,ignore
+    /// # use aimdb_core::RuntimeContext;
+    /// # use aimdb_tokio_adapter::TokioAdapter;
+    /// # async fn example(ctx: &RuntimeContext<TokioAdapter>) {
+    /// if let Some(emitter) = ctx.emitter() {
+    ///     emitter.emit(MyRecord::new("data")).await;
+    /// }
+    /// # }
+    /// ```
+    pub fn emitter(&self) -> Option<&Emitter> {
+        self.emitter.as_ref()
+    }
+
+    /// Get access to the underlying runtime
+    ///
+    /// This provides direct access to the runtime for advanced use cases.
+    #[cfg(feature = "std")]
+    pub fn runtime(&self) -> &R {
+        &self.runtime
+    }
+
+    #[cfg(not(feature = "std"))]
+    pub fn runtime(&self) -> &'static R {
+        self.runtime
+    }
+}
+
+#[cfg(feature = "std")]
+impl<R> RuntimeContext<R>
+where
+    R: Runtime,
+{
+    /// Create a RuntimeContext from a runtime adapter (std version with Arc)
+    ///
+    /// This is a convenience method that wraps the runtime in an Arc.
+    ///
+    /// # Arguments
+    ///
+    /// * `runtime` - Runtime adapter implementing the Runtime trait
+    pub fn from_runtime(runtime: R) -> Self {
+        Self::new(runtime)
+    }
+}
+
+/// Create a RuntimeContext from any type that implements the Runtime trait (std version)
+///
+/// This function provides a generic way to create a RuntimeContext from any
+/// runtime adapter, as long as it implements the Runtime trait.
+/// This is particularly useful in macros where we don't know the concrete type.
+///
+/// # Arguments
+/// * `runtime` - Any type implementing Runtime
+///
+/// # Returns
+/// A RuntimeContext wrapping the provided runtime in an Arc
+#[cfg(feature = "std")]
+pub fn create_runtime_context<R>(runtime: R) -> RuntimeContext<R>
+where
+    R: Runtime,
+{
+    RuntimeContext::from_runtime(runtime)
+}
+
+/// Time utilities accessor for RuntimeContext
+///
+/// This accessor provides all time-related operations including duration creation,
+/// sleep, and timing measurements. It encapsulates time functionality separately
+/// from other context capabilities like logging.
+///
+/// # Design Philosophy
+///
+/// - **Separation of Concerns**: Time operations are isolated from logging and other capabilities
+/// - **Clear Intent**: `ctx.time().sleep()` clearly indicates time-based operation
+/// - **Extensible**: Easy to add new time-related methods without cluttering RuntimeContext
+///
+/// # Example
+///
+/// ```rust,ignore
+/// async fn my_service<R: Runtime>(ctx: RuntimeContext<R>) {
+///     let time = ctx.time();
+///     
+///     let start = time.now();
+///     time.sleep(time.millis(100)).await;
+///     let elapsed = time.duration_since(time.now(), start);
+/// }
+/// ```
+pub struct Time<'a, R: Runtime> {
+    ctx: &'a RuntimeContext<R>,
+}
+
+impl<'a, R: Runtime> Time<'a, R> {
+    /// Create a duration from milliseconds
+    ///
+    /// # Example
+    /// ```rust,ignore
+    /// time.sleep(time.millis(500)).await;
+    /// ```
+    pub fn millis(&self, millis: u64) -> R::Duration {
+        self.ctx.runtime.millis(millis)
+    }
+
+    /// Create a duration from seconds
+    ///
+    /// # Example
+    /// ```rust,ignore
+    /// time.sleep(time.secs(2)).await;
+    /// ```
+    pub fn secs(&self, secs: u64) -> R::Duration {
+        self.ctx.runtime.secs(secs)
+    }
+
+    /// Create a duration from microseconds
+    ///
+    /// # Example
+    /// ```rust,ignore
+    /// time.sleep(time.micros(1000)).await;
+    /// ```
+    pub fn micros(&self, micros: u64) -> R::Duration {
+        self.ctx.runtime.micros(micros)
+    }
+
+    /// Sleep for the specified duration
+    ///
+    /// # Example
+    /// ```rust,ignore
+    /// time.sleep(time.millis(100)).await;
+    /// ```
+    pub fn sleep(&self, duration: R::Duration) -> impl Future<Output = ()> + Send + '_ {
+        self.ctx.runtime.sleep(duration)
+    }
+
+    /// Get the current timestamp
+    ///
+    /// # Example
+    /// ```rust,ignore
+    /// let now = time.now();
+    /// ```
+    pub fn now(&self) -> R::Instant {
+        self.ctx.runtime.now()
+    }
+
+    /// Get the duration between two instants
+    ///
+    /// Returns None if `later` is before `earlier`
+    ///
+    /// # Example
+    /// ```rust,ignore
+    /// let start = time.now();
+    /// // ... do work ...
+    /// let end = time.now();
+    /// let elapsed = time.duration_since(end, start);
+    /// ```
+    pub fn duration_since(&self, later: R::Instant, earlier: R::Instant) -> Option<R::Duration> {
+        self.ctx.runtime.duration_since(later, earlier)
+    }
+}
+
+/// Logging accessor for RuntimeContext
+///
+/// This accessor provides all logging operations, separating them from time and
+/// other context capabilities for better organization and testability.
+///
+/// # Design Philosophy
+///
+/// - **Separation of Concerns**: Logging is isolated from time and other operations
+/// - **Clear Intent**: `ctx.log().info()` clearly indicates logging operation
+/// - **Mockable**: Easy to mock logging separately from other capabilities
+///
+/// # Example
+///
+/// ```rust,ignore
+/// async fn my_service<R: Runtime>(ctx: RuntimeContext<R>) {
+///     let log = ctx.log();
+///     
+///     log.info("Service starting");
+///     log.debug("Debug information");
+///     log.warn("Warning message");
+///     log.error("Error occurred");
+/// }
+/// ```
+pub struct Log<'a, R: Runtime> {
+    ctx: &'a RuntimeContext<R>,
+}
+
+impl<'a, R: Runtime> Log<'a, R> {
+    /// Log an informational message
+    ///
+    /// # Example
+    /// ```rust,ignore
+    /// ctx.log().info("Service started");
+    /// ```
+    pub fn info(&self, message: &str) {
+        self.ctx.runtime.info(message)
+    }
+
+    /// Log a debug message
+    ///
+    /// # Example
+    /// ```rust,ignore
+    /// ctx.log().debug("Processing item");
+    /// ```
+    pub fn debug(&self, message: &str) {
+        self.ctx.runtime.debug(message)
+    }
+
+    /// Log a warning message
+    ///
+    /// # Example
+    /// ```rust,ignore
+    /// ctx.log().warn("High memory usage");
+    /// ```
+    pub fn warn(&self, message: &str) {
+        self.ctx.runtime.warn(message)
+    }
+
+    /// Log an error message
+    ///
+    /// # Example
+    /// ```rust,ignore
+    /// ctx.log().error("Connection failed");
+    /// ```
+    pub fn error(&self, message: &str) {
+        self.ctx.runtime.error(message)
+    }
+}
diff --git a/aimdb-core/src/database.rs b/aimdb-core/src/database.rs
new file mode 100644
index 00000000..f285336d
--- /dev/null
+++ b/aimdb-core/src/database.rs
@@ -0,0 +1,352 @@
+//! AimDB Database Implementation
+//!
+//! This module provides the unified database implementation for AimDB, supporting async
+//! in-memory storage with type-safe records and real-time synchronization across
+//! MCU → edge → cloud environments.
+
+use crate::{
+    AimDb, AimDbBuilder, DbError, DbResult, Emitter, RecordT, RuntimeAdapter, RuntimeContext,
+};
+use aimdb_executor::Spawn;
+use core::fmt::Debug;
+
+#[cfg(not(feature = "std"))]
+extern crate alloc;
+
+#[cfg(not(feature = "std"))]
+use alloc::{sync::Arc, vec::Vec};
+
+#[cfg(feature = "std")]
+use std::{sync::Arc, vec::Vec};
+
+/// Database specification
+///
+/// This struct holds the configuration for creating a database instance.
+/// It is runtime-agnostic and works with any RuntimeAdapter implementation.
+#[allow(dead_code)] // Used by adapter crates
+pub struct DatabaseSpec<A: RuntimeAdapter> {
+    pub(crate) aimdb_builder: AimDbBuilder,
+    _phantom: core::marker::PhantomData<A>,
+}
+
+impl<A: RuntimeAdapter> DatabaseSpec<A> {
+    /// Creates a new specification builder
+    ///
+    /// # Returns
+    /// A builder for constructing database specifications
+    pub fn builder() -> DatabaseSpecBuilder<A> {
+        DatabaseSpecBuilder::new()
+    }
+}
+
+/// Builder for database specifications
+///
+/// This builder provides a fluent API for configuring databases with
+/// type-safe record registration.
+pub struct DatabaseSpecBuilder<A: RuntimeAdapter> {
+    aimdb_builder: AimDbBuilder,
+    _phantom: core::marker::PhantomData<A>,
+}
+
+impl<A: RuntimeAdapter> DatabaseSpecBuilder<A> {
+    /// Creates a new database specification builder
+    fn new() -> Self {
+        Self {
+            aimdb_builder: AimDbBuilder::new(),
+            _phantom: core::marker::PhantomData,
+        }
+    }
+
+    /// Registers a type-safe record with configuration
+    ///
+    /// # Type Parameters
+    /// * `T` - The record type implementing `RecordT`
+    ///
+    /// # Arguments
+    /// * `cfg` - Configuration for the record
+    ///
+    /// # Returns
+    /// Self for method chaining
+    ///
+    /// # Example
+    /// ```rust,ignore
+    /// let builder = Database::<TokioAdapter>::builder()
+    ///     .record::<SensorData>(&sensor_cfg)
+    ///     .record::<Alerts>(&alert_cfg);
+    /// ```
+    pub fn record<T: RecordT>(mut self, cfg: &T::Config) -> Self {
+        #[cfg(feature = "tracing")]
+        tracing::debug!("Registering typed record: {}", core::any::type_name::<T>());
+
+        self.aimdb_builder.register_record::<T>(cfg);
+        self
+    }
+
+    /// Internal method to convert builder to spec
+    ///
+    /// This is used by adapter-specific build methods.
+    #[allow(dead_code)] // Used by adapter crates
+    pub fn into_spec(self) -> DatabaseSpec<A> {
+        #[cfg(feature = "tracing")]
+        tracing::info!("Building database spec with typed records");
+
+        DatabaseSpec {
+            aimdb_builder: self.aimdb_builder,
+            _phantom: core::marker::PhantomData,
+        }
+    }
+}
+
+/// AimDB Database implementation
+///
+/// Provides a unified database implementation combining runtime adapter management
+/// with type-safe record registration and producer-consumer patterns.
+///
+/// # Design Philosophy
+///
+/// - **Type Safety**: Records identified by type, not strings
+/// - **Runtime Agnostic**: Core behavior doesn't depend on specific runtimes
+/// - **Async First**: All operations are async for consistency
+/// - **Reactive Data Flow**: Producer-consumer pipelines with observability
+/// - **Service Orchestration**: Manages spawned services on the runtime
+///
+/// See the repository examples for complete usage patterns.
+pub struct Database<A: RuntimeAdapter> {
+    adapter: A,
+    aimdb: AimDb,
+}
+
+impl<A: RuntimeAdapter> Database<A> {
+    /// Creates a new database builder
+    ///
+    /// Use this to start configuring a database with type-safe records.
+    /// The builder provides runtime-specific build methods in the adapter crates.
+    ///
+    /// See the repository examples for complete usage.
+    pub fn builder() -> DatabaseSpecBuilder<A> {
+        DatabaseSpecBuilder::new()
+    }
+
+    /// Internal constructor for creating a database from a spec
+    ///
+    /// This is called by adapter-specific build methods and should not
+    /// be used directly.
+    #[allow(dead_code)] // Used by adapter crates
+    pub fn new(adapter: A, spec: DatabaseSpec<A>) -> DbResult<Self>
+    where
+        A: Clone + 'static,
+    {
+        #[cfg(feature = "tracing")]
+        tracing::info!("Initializing unified database with typed records");
+
+        // Build the AimDb with the runtime
+        let runtime = Arc::new(adapter.clone());
+        let aimdb = spec.aimdb_builder.with_runtime(runtime).build()?;
+
+        Ok(Self { adapter, aimdb })
+    }
+
+    /// Gets a reference to the runtime adapter
+    ///
+    /// This allows direct access to the runtime adapter for advanced use cases.
+    ///
+    /// # Example
+    /// ```rust,ignore
+    /// # use aimdb_core::Database;
+    /// # #[cfg(feature = "tokio-runtime")]
+    /// # {
+    /// # async fn example<A: aimdb_core::RuntimeAdapter>(db: Database<A>) {
+    /// let adapter = db.adapter();
+    /// // Use adapter directly
+    /// # }
+    /// # }
+    /// ```
+    pub fn adapter(&self) -> &A {
+        &self.adapter
+    }
+
+    /// Gets the emitter for cross-record communication
+    ///
+    /// The emitter allows producing data to typed records from anywhere
+    /// in your application.
+    ///
+    /// # Returns
+    /// An `Emitter` for cross-record communication
+    ///
+    /// # Example
+    /// ```rust,ignore
+    /// # async fn example<A: aimdb_core::RuntimeAdapter>(db: aimdb_core::Database<A>) {
+    /// let emitter = db.emitter();
+    /// emitter.emit(SensorData { temp: 23.5 }).await;
+    /// # }
+    /// ```
+    pub fn emitter(&self) -> Emitter {
+        self.aimdb.emitter()
+    }
+
+    /// Produces typed data to the record's producer pipeline
+    ///
+    /// This is the primary way to inject data into the reactive pipeline.
+    ///
+    /// # Type Parameters
+    /// * `T` - The record type
+    ///
+    /// # Arguments
+    /// * `data` - The data to produce
+    ///
+    /// # Returns
+    /// `DbResult<()>` indicating success or failure
+    ///
+    /// # Example
+    /// ```rust,ignore
+    /// # async fn example<A: aimdb_core::RuntimeAdapter>(db: aimdb_core::Database<A>) -> aimdb_core::DbResult<()> {
+    /// db.produce(SensorData { temp: 23.5 }).await?;
+    /// # Ok(())
+    /// # }
+    /// ```
+    pub async fn produce<T>(&self, data: T) -> DbResult<()>
+    where
+        T: Send + 'static + Clone + core::fmt::Debug,
+    {
+        self.aimdb.produce(data).await
+    }
+
+    /// Gets producer call statistics for a record type
+    ///
+    /// Returns the number of times the producer was called and the last value.
+    ///
+    /// # Type Parameters
+    /// * `T` - The record type
+    ///
+    /// # Returns
+    /// `Option<(u64, Option<T>)>` with call count and last value
+    ///
+    /// # Example
+    /// ```rust,ignore
+    /// # fn example<A: aimdb_core::RuntimeAdapter>(db: aimdb_core::Database<A>) {
+    /// if let Some((calls, last)) = db.producer_stats::<SensorData>() {
+    ///     println!("Producer called {} times", calls);
+    /// }
+    /// # }
+    /// ```
+    pub fn producer_stats<T>(&self) -> Option<(u64, Option<T>)>
+    where
+        T: Send + 'static + Debug + Clone,
+    {
+        self.aimdb.producer_stats()
+    }
+
+    /// Gets consumer call statistics for a record type
+    ///
+    /// Returns statistics for all consumers registered on this record type.
+    /// Returns an empty vector if the record type has no consumers registered.
+    ///
+    /// # Type Parameters
+    /// * `T` - The record type
+    ///
+    /// # Returns
+    /// `Vec<(u64, Option<T>)>` with stats for each consumer
+    ///
+    /// # Example
+    /// ```rust,ignore
+    /// # fn example<A: aimdb_core::RuntimeAdapter>(db: aimdb_core::Database<A>) {
+    /// let stats = db.consumer_stats::<SensorData>();
+    /// for (i, (calls, last)) in stats.iter().enumerate() {
+    ///     println!("Consumer {} called {} times", i, calls);
+    /// }
+    /// # }
+    /// ```
+    pub fn consumer_stats<T>(&self) -> Vec<(u64, Option<T>)>
+    where
+        T: Send + 'static + Debug + Clone,
+    {
+        self.aimdb.consumer_stats()
+    }
+
+    /// Creates a RuntimeContext for this database
+    ///
+    /// The context provides services with access to runtime capabilities
+    /// like timing and logging, plus the emitter for cross-record communication.
+    ///
+    /// # Returns
+    /// A RuntimeContext configured for this database's runtime with emitter included
+    ///
+    /// # Example
+    /// ```rust,ignore
+    /// # use aimdb_core::Database;
+    /// # #[cfg(feature = "tokio-runtime")]
+    /// # {
+    /// # async fn example<A: aimdb_executor::Runtime + Clone>(db: Database<A>) {
+    /// let ctx = db.context();
+    /// // Pass ctx to services - they can use ctx.emitter()
+    /// # }
+    /// # }
+    /// ```
+    pub fn context(&self) -> RuntimeContext<A>
+    where
+        A: aimdb_executor::Runtime + Clone,
+    {
+        #[cfg(feature = "std")]
+        {
+            RuntimeContext::from_arc(std::sync::Arc::new(self.adapter.clone()))
+                .with_emitter(self.emitter())
+        }
+        #[cfg(not(feature = "std"))]
+        {
+            // For no_std, we need a static reference - this would typically be handled
+            // by the caller storing the adapter in a static cell first
+            // For now, we'll document this limitation
+            panic!("context() not supported in no_std without a static reference. To use context(), store your adapter in a static cell (e.g., StaticCell from portable-atomic or embassy-sync), or use adapter() directly.")
+        }
+    }
+}
+
+// Spawn implementation for databases with spawn-capable adapters
+impl<A> Database<A>
+where
+    A: RuntimeAdapter + Spawn,
+{
+    /// Spawns a service on the database's runtime
+    ///
+    /// This method provides a unified interface for spawning services
+    /// across different runtime adapters.
+    ///
+    /// # Arguments
+    /// * `future` - The service future to spawn
+    ///
+    /// # Returns
+    /// `DbResult<()>` indicating whether the spawn succeeded
+    ///
+    /// # Example
+    /// ```rust,ignore
+    /// # use aimdb_core::Database;
+    /// # use aimdb_executor::{Runtime, Spawn};
+    /// # #[cfg(feature = "tokio-runtime")]
+    /// # {
+    /// async fn my_service<R: Runtime>(ctx: aimdb_core::RuntimeContext<R>) -> aimdb_core::DbResult<()> {
+    ///     // Service implementation
+    ///     Ok(())
+    /// }
+    ///
+    /// # async fn example<A: Runtime + Spawn>(db: Database<A>) -> aimdb_core::DbResult<()> {
+    /// let ctx = db.context();
+    /// db.spawn(async move {
+    ///     if let Err(e) = my_service(ctx).await {
+    ///         eprintln!("Service error: {:?}", e);
+    ///     }
+    /// })?;
+    /// # Ok(())
+    /// # }
+    /// # }
+    /// ```
+    pub fn spawn<F>(&self, future: F) -> DbResult<()>
+    where
+        F: core::future::Future<Output = ()> + Send + 'static,
+    {
+        #[cfg(feature = "tracing")]
+        tracing::debug!("Spawning service on database runtime");
+
+        self.adapter.spawn(future).map_err(DbError::from)?;
+        Ok(())
+    }
+}
diff --git a/aimdb-core/src/emitter.rs b/aimdb-core/src/emitter.rs
new file mode 100644
index 00000000..2c463888
--- /dev/null
+++ b/aimdb-core/src/emitter.rs
@@ -0,0 +1,212 @@
+//! Cross-record communication via Emitter pattern
+//!
+//! The Emitter provides a way for records to emit data to other record types,
+//! enabling reactive data flow pipelines across the database.
+
+use core::any::TypeId;
+use core::fmt::Debug;
+use core::future::Future;
+use core::pin::Pin;
+
+#[cfg(not(feature = "std"))]
+extern crate alloc;
+
+#[cfg(not(feature = "std"))]
+use alloc::{boxed::Box, sync::Arc};
+
+#[cfg(feature = "std")]
+use std::{boxed::Box, sync::Arc};
+
+use crate::DbResult;
+
+// Forward declare AimDbInner (will be defined in builder.rs)
+pub use crate::builder::AimDbInner;
+
+/// Type alias for boxed future returning unit
+#[allow(dead_code)]
+type BoxFutureUnit = Pin<Box<dyn Future<Output = ()> + Send + 'static>>;
+
+/// Emitter for cross-record communication
+///
+/// The Emitter allows records to emit data to other record types,
+/// creating reactive data flow pipelines. It is generic over the runtime type.
+///
+/// # Design Philosophy
+///
+/// - **Runtime Generic**: Works with any runtime implementing `Runtime`
+/// - **Type Safety**: Emit operations are type-checked at compile time
+/// - **Cross-Record Flow**: Records can emit to any other registered record type
+/// - **Clone-able**: Can be cloned cheaply (Arc-based) for passing to async tasks
+///
+/// # Example
+///
+/// ```rust,ignore
+/// use aimdb_core::experimental::Emitter;
+///
+/// async fn process_sensor<R: Runtime>(emitter: Emitter<R>, data: SensorData) {
+///     // Do processing
+///     let processed = process(data);
+///     
+///     // Emit to another record type if threshold exceeded
+///     if processed.value > 100.0 {
+///         emitter.emit(Alert::new("High value detected")).await?;
+///     }
+/// }
+/// ```
+#[derive(Clone)]
+pub struct Emitter {
+    /// Runtime adapter (type-erased for storage)
+    #[cfg(feature = "std")]
+    pub(crate) runtime: Arc<dyn core::any::Any + Send + Sync>,
+
+    #[cfg(not(feature = "std"))]
+    pub(crate) runtime: Arc<dyn core::any::Any + Send + Sync>,
+
+    /// Database internal state (record registry)
+    pub(crate) inner: Arc<AimDbInner>,
+}
+
+impl Emitter {
+    /// Creates a new emitter from a concrete runtime
+    ///
+    /// # Arguments
+    /// * `runtime` - The runtime adapter
+    /// * `inner` - The database internal state
+    ///
+    /// # Returns
+    /// A new `Emitter` instance
+    pub fn new<R>(runtime: Arc<R>, inner: Arc<AimDbInner>) -> Self
+    where
+        R: 'static + Send + Sync,
+    {
+        Self {
+            runtime: runtime as Arc<dyn core::any::Any + Send + Sync>,
+            inner,
+        }
+    }
+
+    /// Gets a reference to the runtime (downcasted)
+    ///
+    /// # Type Parameters
+    /// * `R` - The expected runtime type
+    ///
+    /// # Returns
+    /// `Some(&R)` if the runtime type matches, `None` otherwise
+    pub fn runtime<R: 'static>(&self) -> Option<&R> {
+        self.runtime.downcast_ref::<R>()
+    }
+
+    /// Emits a value to another record type
+    ///
+    /// This is the core cross-record communication primitive. When called,
+    /// it will invoke the producer and all consumers registered for the
+    /// target record type.
+    ///
+    /// # Type Parameters
+    /// * `U` - The target record type to emit to
+    ///
+    /// # Arguments
+    /// * `value` - The value to emit
+    ///
+    /// # Returns
+    /// `Ok(())` if successful, `Err` if the record type is not registered
+    ///
+    /// # Example
+    ///
+    /// ```rust,ignore
+    /// // In a producer or consumer function
+    /// async fn process(emitter: Emitter, data: SensorData) {
+    ///     if data.temp > 100.0 {
+    ///         // Emit to Alert record type
+    ///         emitter.emit(Alert::new("Temperature too high")).await?;
+    ///     }
+    /// }
+    /// ```
+    pub async fn emit<U>(&self, value: U) -> DbResult<()>
+    where
+        U: Send + 'static + Debug + Clone,
+    {
+        use crate::typed_record::AnyRecordExt;
+        use crate::DbError;
+
+        // Look up the record by TypeId
+        let rec = self.inner.records.get(&TypeId::of::<U>()).ok_or({
+            #[cfg(feature = "std")]
+            {
+                DbError::RuntimeError {
+                    message: format!(
+                        "No record registered for type: {:?}",
+                        core::any::type_name::<U>()
+                    ),
+                }
+            }
+            #[cfg(not(feature = "std"))]
+            {
+                DbError::RuntimeError { _message: () }
+            }
+        })?;
+
+        // Downcast to typed record
+        let rec_typed = rec.as_typed::<U>().ok_or({
+            #[cfg(feature = "std")]
+            {
+                DbError::RuntimeError {
+                    message: "Type mismatch in record registry".into(),
+                }
+            }
+            #[cfg(not(feature = "std"))]
+            {
+                DbError::RuntimeError { _message: () }
+            }
+        })?;
+
+        // Produce the value (calls producer and consumers)
+        rec_typed.produce(self.clone(), value).await;
+
+        Ok(())
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    #[cfg(not(feature = "std"))]
+    use alloc::collections::BTreeMap;
+    #[cfg(feature = "std")]
+    use std::collections::HashMap;
+
+    #[allow(dead_code)]
+    #[derive(Debug, Clone, PartialEq)]
+    struct TestData {
+        value: i32,
+    }
+
+    #[test]
+    fn test_emitter_creation() {
+        #[cfg(feature = "std")]
+        let records = HashMap::new();
+        #[cfg(not(feature = "std"))]
+        let records = BTreeMap::new();
+
+        let inner = Arc::new(AimDbInner { records });
+
+        // Create with a dummy runtime
+        let runtime = Arc::new(());
+        let _emitter = Emitter::new(runtime, inner);
+    }
+
+    #[test]
+    fn test_emitter_clone() {
+        #[cfg(feature = "std")]
+        let records = HashMap::new();
+        #[cfg(not(feature = "std"))]
+        let records = BTreeMap::new();
+
+        let inner = Arc::new(AimDbInner { records });
+        let runtime = Arc::new(());
+        let emitter = Emitter::new(runtime, inner);
+
+        let _emitter2 = emitter.clone();
+    }
+}
diff --git a/aimdb-core/src/error.rs b/aimdb-core/src/error.rs
index 05e6ddba..22339eb9 100644
--- a/aimdb-core/src/error.rs
+++ b/aimdb-core/src/error.rs
@@ -429,6 +429,15 @@ pub enum DbError {
         _message: (),
     },
 
+    /// Runtime execution errors (task spawning, scheduling, etc.)
+    #[cfg_attr(feature = "std", error("Runtime error: {message}"))]
+    RuntimeError {
+        #[cfg(feature = "std")]
+        message: String,
+        #[cfg(not(feature = "std"))]
+        _message: (),
+    },
+
     /// I/O operation errors (std only)
     #[cfg(feature = "std")]
     #[error("I/O error: {source}")]
@@ -480,6 +489,7 @@ impl core::fmt::Display for DbError {
             DbError::ResourceUnavailable { .. } => (0x5002, "Resource unavailable"),
             DbError::HardwareError { .. } => (0x6001, "Hardware error"),
             DbError::Internal { .. } => (0x7001, "Internal error"),
+            DbError::RuntimeError { .. } => (0x7002, "Runtime error"),
 
             // Standard library only errors (conditionally compiled)
             #[cfg(feature = "std")]
@@ -618,6 +628,9 @@ impl DbError {
             // Internal errors: 0x7000-0x7FFF
             DbError::Internal { .. } => 0x7001,
 
+            // Runtime errors: 0xA000-0xAFFF
+            DbError::RuntimeError { .. } => 0xA001,
+
             // Standard library only errors (conditionally compiled)
             // I/O errors: 0x8000-0x8FFF
             #[cfg(feature = "std")]
@@ -771,6 +784,11 @@ impl DbError {
                 DbError::Internal { code, message }
             }
 
+            DbError::RuntimeError { mut message } => {
+                Self::prepend_context_always(&mut message, context);
+                DbError::RuntimeError { message }
+            }
+
             // For Io and Json errors, convert to context variants
             #[cfg(feature = "std")]
             DbError::Io { source } => DbError::IoWithContext {
diff --git a/aimdb-core/src/lib.rs b/aimdb-core/src/lib.rs
index c7a807fe..11da3df7 100644
--- a/aimdb-core/src/lib.rs
+++ b/aimdb-core/src/lib.rs
@@ -1,12 +1,46 @@
 //! AimDB Core Database Engine
 //!
-//! This crate provides the core database engine for AimDB, supporting async
-//! in-memory storage with real-time synchronization across MCU → edge → cloud
-//! environments.
+//! Type-safe, async in-memory database for real-time data synchronization
+//! across MCU → edge → cloud environments.
+//!
+//! # Architecture
+//!
+//! - **Type-Safe Records**: `TypeId`-based routing, no string keys
+//! - **Unified API**: Single `Database<A>` type for all operations
+//! - **Runtime Agnostic**: Works with Tokio (std) or Embassy (embedded)
+//! - **Producer-Consumer**: Built-in typed message passing
+//!
+//! See examples in the repository for usage patterns.
 
 #![cfg_attr(not(feature = "std"), no_std)]
 
+pub mod builder;
+pub mod context;
+pub mod database;
+pub mod emitter;
 mod error;
+pub mod metrics;
+pub mod producer_consumer;
+pub mod runtime;
+pub mod time;
+pub mod tracked_fn;
+pub mod typed_record;
 
 // Public API exports
+pub use context::RuntimeContext;
 pub use error::{DbError, DbResult};
+pub use runtime::{
+    ExecutorError, ExecutorResult, Logger, Runtime, RuntimeAdapter, RuntimeInfo, Sleeper, Spawn,
+    TimeOps, TimeSource,
+};
+
+// Database implementation exports
+pub use database::{Database, DatabaseSpec, DatabaseSpecBuilder};
+
+// Producer-Consumer Pattern exports
+pub use builder::{AimDb, AimDbBuilder};
+pub use emitter::Emitter;
+pub use metrics::CallStats;
+pub use producer_consumer::{RecordRegistrar, RecordT};
+pub use tracked_fn::TrackedAsyncFn;
+pub use typed_record::{AnyRecord, AnyRecordExt, TypedRecord};
diff --git a/aimdb-core/src/metrics.rs b/aimdb-core/src/metrics.rs
new file mode 100644
index 00000000..aa497557
--- /dev/null
+++ b/aimdb-core/src/metrics.rs
@@ -0,0 +1,245 @@
+//! Observability and metrics for producer-consumer patterns
+//!
+//! Provides lock-free call tracking for producers and consumers,
+//! enabling runtime inspection and debugging.
+
+use core::fmt::Debug;
+use core::sync::atomic::{AtomicU32, Ordering};
+
+#[cfg(not(feature = "std"))]
+use alloc::sync::Arc;
+#[cfg(feature = "std")]
+use std::sync::Arc;
+
+#[cfg(not(feature = "std"))]
+extern crate alloc;
+
+// For mutex, we use different strategies based on std/no_std
+#[cfg(feature = "std")]
+use std::sync::Mutex;
+
+#[cfg(not(feature = "std"))]
+use spin::Mutex;
+
+/// Statistics tracker for producer/consumer calls
+///
+/// Tracks the number of invocations and the last argument value
+/// in a lock-free manner using atomic operations where possible.
+///
+/// # Design
+///
+/// - Call counting uses `AtomicU32` for embedded compatibility
+/// - Last argument storage uses minimal locking (spin::Mutex in no_std)
+/// - Generic over argument type for type safety
+///
+/// # Example
+///
+/// ```rust,ignore
+/// use aimdb_core::experimental::CallStats;
+///
+/// let stats = CallStats::<i32>::new();
+/// stats.record(&42);
+/// stats.record(&100);
+///
+/// assert_eq!(stats.calls(), 2);
+/// assert_eq!(stats.last_arg(), Some(100));
+/// ```
+#[derive(Debug)]
+pub struct CallStats<T: Debug + Clone + Send> {
+    /// Atomic counter for number of calls (u32 for embedded compatibility)
+    calls: AtomicU32,
+
+    /// Last argument value (requires minimal locking)
+    last_arg: Mutex<Option<T>>,
+}
+
+impl<T: Debug + Clone + Send> CallStats<T> {
+    /// Creates a new call statistics tracker
+    ///
+    /// # Returns
+    /// A new `CallStats<T>` with zero calls and no recorded argument
+    pub fn new() -> Self {
+        Self {
+            calls: AtomicU32::new(0),
+            last_arg: Mutex::new(None),
+        }
+    }
+
+    /// Records a function call with the given argument
+    ///
+    /// Updates both the call counter and stores the argument value.
+    ///
+    /// # Arguments
+    /// * `arg` - The argument to record
+    ///
+    /// # Example
+    ///
+    /// ```rust,ignore
+    /// stats.record(&SensorData { temp: 23.5 });
+    /// ```
+    pub fn record(&self, arg: &T) {
+        // Increment call counter atomically
+        self.calls.fetch_add(1, Ordering::Relaxed);
+
+        // Store last argument (requires brief lock)
+        #[cfg(feature = "std")]
+        {
+            *self.last_arg.lock().unwrap() = Some(arg.clone());
+        }
+
+        #[cfg(not(feature = "std"))]
+        {
+            *self.last_arg.lock() = Some(arg.clone());
+        }
+    }
+
+    /// Returns the total number of calls recorded
+    ///
+    /// # Returns
+    /// The call count as `u64`
+    ///
+    /// # Example
+    ///
+    /// ```rust,ignore
+    /// let count = stats.calls();
+    /// println!("Function called {} times", count);
+    /// ```
+    pub fn calls(&self) -> u64 {
+        self.calls.load(Ordering::Relaxed) as u64
+    }
+
+    /// Returns the last recorded argument value
+    ///
+    /// # Returns
+    /// `Some(T)` if at least one call has been recorded, `None` otherwise
+    ///
+    /// # Example
+    ///
+    /// ```rust,ignore
+    /// if let Some(last) = stats.last_arg() {
+    ///     println!("Last value: {:?}", last);
+    /// }
+    /// ```
+    pub fn last_arg(&self) -> Option<T> {
+        #[cfg(feature = "std")]
+        {
+            self.last_arg.lock().unwrap().clone()
+        }
+
+        #[cfg(not(feature = "std"))]
+        {
+            self.last_arg.lock().clone()
+        }
+    }
+
+    /// Resets the statistics to initial state
+    ///
+    /// Useful for testing or when reusing statistics trackers.
+    ///
+    /// # Example
+    ///
+    /// ```rust,ignore
+    /// stats.reset();
+    /// assert_eq!(stats.calls(), 0);
+    /// assert_eq!(stats.last_arg(), None);
+    /// ```
+    pub fn reset(&self) {
+        self.calls.store(0, Ordering::Relaxed);
+
+        #[cfg(feature = "std")]
+        {
+            *self.last_arg.lock().unwrap() = None;
+        }
+
+        #[cfg(not(feature = "std"))]
+        {
+            *self.last_arg.lock() = None;
+        }
+    }
+}
+
+impl<T: Debug + Clone + Send> Default for CallStats<T> {
+    fn default() -> Self {
+        Self::new()
+    }
+}
+
+// Wrap in Arc for easy sharing
+impl<T: Debug + Clone + Send> CallStats<T> {
+    /// Creates a new `Arc<CallStats<T>>` for efficient sharing
+    ///
+    /// # Returns
+    /// An `Arc` wrapping a new `CallStats<T>`
+    ///
+    /// # Example
+    ///
+    /// ```rust,ignore
+    /// let stats = CallStats::<SensorData>::shared();
+    /// // Can be cloned and shared across tasks
+    /// let stats2 = stats.clone();
+    /// ```
+    pub fn shared() -> Arc<Self> {
+        Arc::new(Self::new())
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    #[test]
+    fn test_call_stats_basic() {
+        let stats = CallStats::<i32>::new();
+
+        assert_eq!(stats.calls(), 0);
+        assert_eq!(stats.last_arg(), None);
+
+        stats.record(&42);
+        assert_eq!(stats.calls(), 1);
+        assert_eq!(stats.last_arg(), Some(42));
+
+        stats.record(&100);
+        assert_eq!(stats.calls(), 2);
+        assert_eq!(stats.last_arg(), Some(100));
+    }
+
+    #[test]
+    fn test_call_stats_reset() {
+        let stats = CallStats::<i32>::new();
+
+        stats.record(&42);
+        stats.record(&100);
+        assert_eq!(stats.calls(), 2);
+
+        stats.reset();
+        assert_eq!(stats.calls(), 0);
+        assert_eq!(stats.last_arg(), None);
+    }
+
+    #[test]
+    fn test_call_stats_shared() {
+        let stats = CallStats::<i32>::shared();
+        let stats2 = stats.clone();
+
+        stats.record(&42);
+        assert_eq!(stats2.calls(), 1);
+        assert_eq!(stats2.last_arg(), Some(42));
+    }
+
+    #[derive(Debug, Clone)]
+    struct TestData {
+        value: i32,
+    }
+
+    #[test]
+    fn test_call_stats_custom_type() {
+        let stats = CallStats::<TestData>::new();
+
+        let data = TestData { value: 42 };
+        stats.record(&data);
+
+        assert_eq!(stats.calls(), 1);
+        let last = stats.last_arg().unwrap();
+        assert_eq!(last.value, 42);
+    }
+}
diff --git a/aimdb-core/src/producer_consumer.rs b/aimdb-core/src/producer_consumer.rs
new file mode 100644
index 00000000..52912c66
--- /dev/null
+++ b/aimdb-core/src/producer_consumer.rs
@@ -0,0 +1,257 @@
+//! Self-registering records with producer-consumer pattern
+//!
+//! Provides the `RecordT` trait for self-registering records and
+//! the `RecordRegistrar` for fluent registration API.
+
+use core::fmt::Debug;
+use core::future::Future;
+
+use crate::typed_record::TypedRecord;
+
+/// Registrar for configuring a typed record
+///
+/// Provides a fluent API for registering producer and consumer functions
+/// for a specific record type.
+///
+/// # Type Parameters
+/// * `T` - The record type
+///
+/// # Example
+///
+/// ```rust,ignore
+/// reg.producer(|emitter, data| async move {
+///     println!("Producer: {:?}", data);
+/// })
+/// .consumer(|emitter, data| async move {
+///     println!("Consumer 1: {:?}", data);
+/// })
+/// .consumer(|emitter, data| async move {
+///     println!("Consumer 2: {:?}", data);
+/// });
+/// ```
+pub struct RecordRegistrar<'a, T: Send + 'static + Debug + Clone> {
+    /// The typed record being configured
+    pub(crate) rec: &'a mut TypedRecord<T>,
+}
+
+impl<'a, T> RecordRegistrar<'a, T>
+where
+    T: Send + 'static + Debug + Clone,
+{
+    /// Registers a producer function
+    ///
+    /// The producer is called first when data is produced for this record type.
+    /// Only one producer can be registered per record type.
+    ///
+    /// # Arguments
+    /// * `f` - An async function taking `(Emitter, T)` and returning `()`
+    ///
+    /// # Returns
+    /// `&mut Self` for method chaining
+    ///
+    /// # Panics
+    /// Panics if a producer is already registered
+    ///
+    /// # Example
+    ///
+    /// ```rust,ignore
+    /// reg.producer(|emitter, data| async move {
+    ///     println!("[producer] Processing: {:?}", data);
+    ///     
+    ///     // Can emit to other record types
+    ///     if data.should_alert() {
+    ///         emitter.emit(Alert::from(data)).await?;
+    ///     }
+    /// });
+    /// ```
+    pub fn producer<F, Fut>(&'a mut self, f: F) -> &'a mut Self
+    where
+        F: Fn(crate::emitter::Emitter, T) -> Fut + Send + Sync + 'static,
+        Fut: Future<Output = ()> + Send + 'static,
+    {
+        self.rec.set_producer(f);
+        self
+    }
+
+    /// Registers a consumer function
+    ///
+    /// Consumers are called after the producer, in the order they are registered.
+    /// Multiple consumers can be registered for the same record type.
+    ///
+    /// # Arguments
+    /// * `f` - An async function taking `(Emitter, T)` and returning `()`
+    ///
+    /// # Returns
+    /// `&mut Self` for method chaining
+    ///
+    /// # Example
+    ///
+    /// ```rust,ignore
+    /// reg.consumer(|emitter, data| async move {
+    ///     println!("[consumer] Received: {:?}", data);
+    ///     
+    ///     // Can perform side effects
+    ///     log_to_database(&data).await?;
+    /// })
+    /// .consumer(|emitter, data| async move {
+    ///     println!("[consumer 2] Also received: {:?}", data);
+    ///     
+    ///     // Multiple consumers get the same data
+    ///     send_to_metrics(&data).await?;
+    /// });
+    /// ```
+    pub fn consumer<F, Fut>(&'a mut self, f: F) -> &'a mut Self
+    where
+        F: Fn(crate::emitter::Emitter, T) -> Fut + Send + Sync + 'static,
+        Fut: Future<Output = ()> + Send + 'static,
+    {
+        self.rec.add_consumer(f);
+        self
+    }
+}
+
+/// Self-registering record trait
+///
+/// Records implementing this trait can register their own producer and
+/// consumer functions, encapsulating their behavior with their type.
+///
+/// # Type Parameters
+/// * `Config` - The configuration type for this record
+///
+/// # Design Philosophy
+///
+/// - **Self-Contained**: Records define their own behavior
+/// - **Type-Safe**: Configuration is strongly typed per record
+/// - **Composable**: Records can emit to other records via `Emitter`
+/// - **Testable**: Configuration can be mocked for testing
+///
+/// # Example
+///
+/// ```rust,ignore
+/// use aimdb_core::experimental::{RecordT, RecordRegistrar, Emitter};
+///
+/// #[derive(Clone, Debug)]
+/// struct SensorData {
+///     temp: f32,
+/// }
+///
+/// struct SensorConfig {
+///     alert_threshold: f32,
+/// }
+///
+/// impl RecordT for SensorData {
+///     type Config = SensorConfig;
+///     
+///     fn register(reg: &mut RecordRegistrar<Self>, cfg: &Self::Config) {
+///         let threshold = cfg.alert_threshold;
+///         
+///         reg.producer(|emitter, data| async move {
+///             println!("Sensor reading: {}", data.temp);
+///         })
+///         .consumer(move |emitter, data| async move {
+///             if data.temp > threshold {
+///                 let alert = Alert { message: "High temperature!".into() };
+///                 let _ = emitter.emit(alert).await;
+///             }
+///         });
+///     }
+/// }
+/// ```
+pub trait RecordT: Send + 'static + Debug + Clone {
+    /// Configuration type for this record
+    ///
+    /// This type is passed to the `register` method and can contain
+    /// any configuration needed to set up producers and consumers.
+    type Config;
+
+    /// Registers producer and consumer functions
+    ///
+    /// This method is called during database construction to set up
+    /// the data flow for this record type.
+    ///
+    /// # Arguments
+    /// * `reg` - The registrar for adding producer/consumer functions
+    /// * `cfg` - Configuration specific to this record type
+    ///
+    /// # Example
+    ///
+    /// ```rust,ignore
+    /// fn register(reg: &mut RecordRegistrar<Self>, cfg: &Self::Config) {
+    ///     // Set up producer
+    ///     reg.producer(|emitter, data| async move {
+    ///         // Process incoming data
+    ///         process(&data).await;
+    ///     });
+    ///     
+    ///     // Set up consumers
+    ///     reg.consumer(|emitter, data| async move {
+    ///         // React to data
+    ///         react(&data).await;
+    ///     });
+    /// }
+    /// ```
+    fn register<'a>(reg: &'a mut RecordRegistrar<'a, Self>, cfg: &Self::Config);
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+    use crate::typed_record::TypedRecord;
+
+    #[derive(Debug, Clone, PartialEq)]
+    struct TestData {
+        value: i32,
+    }
+
+    struct TestConfig {
+        threshold: i32,
+    }
+
+    impl RecordT for TestData {
+        type Config = TestConfig;
+
+        fn register<'a>(reg: &'a mut RecordRegistrar<'a, Self>, cfg: &Self::Config) {
+            let threshold = cfg.threshold;
+
+            reg.producer(|_emitter, data| async move {
+                assert!(data.value >= 0);
+            })
+            .consumer(move |_emitter, data| async move {
+                if data.value > threshold {
+                    // Would emit alert in real usage
+                }
+            });
+        }
+    }
+
+    #[test]
+    fn test_record_registrar() {
+        let mut record = TypedRecord::<TestData>::new();
+        let cfg = TestConfig { threshold: 50 };
+
+        {
+            let mut reg = RecordRegistrar { rec: &mut record };
+            TestData::register(&mut reg, &cfg);
+        }
+
+        // Verify producer and consumer were added
+        assert!(record.producer_stats().is_some());
+        assert_eq!(record.consumer_stats().len(), 1);
+    }
+
+    #[test]
+    fn test_record_validation() {
+        use crate::typed_record::AnyRecord;
+
+        let mut record = TypedRecord::<TestData>::new();
+        let cfg = TestConfig { threshold: 50 };
+
+        {
+            let mut reg = RecordRegistrar { rec: &mut record };
+            TestData::register(&mut reg, &cfg);
+        }
+
+        // Should be valid after registration
+        assert!(record.validate().is_ok());
+    }
+}
diff --git a/aimdb-core/src/runtime.rs b/aimdb-core/src/runtime.rs
new file mode 100644
index 00000000..edc59cfc
--- /dev/null
+++ b/aimdb-core/src/runtime.rs
@@ -0,0 +1,54 @@
+//! Runtime adapter traits and implementations for AimDB
+//!
+//! This module re-exports the runtime traits from aimdb-executor and provides
+//! additional runtime-related functionality for the core database.
+
+// Re-export simplified executor traits
+pub use aimdb_executor::{
+    ExecutorError, ExecutorResult, Logger, Runtime, RuntimeAdapter, RuntimeInfo, Sleeper, Spawn,
+    TimeOps, TimeSource,
+};
+
+/// Convert executor errors to database errors
+///
+/// This allows adapters to return `ExecutorError` while the core database
+/// works with `DbError` for consistency with the rest of the API.
+impl From<ExecutorError> for crate::DbError {
+    fn from(err: ExecutorError) -> Self {
+        match err {
+            ExecutorError::SpawnFailed { message } => {
+                #[cfg(feature = "std")]
+                {
+                    crate::DbError::RuntimeError { message }
+                }
+                #[cfg(not(feature = "std"))]
+                {
+                    let _ = message; // Use the message variable to avoid unused warnings
+                    crate::DbError::RuntimeError { _message: () }
+                }
+            }
+            ExecutorError::RuntimeUnavailable { message } => {
+                #[cfg(feature = "std")]
+                {
+                    crate::DbError::RuntimeError { message }
+                }
+                #[cfg(not(feature = "std"))]
+                {
+                    let _ = message; // Use the message variable to avoid unused warnings
+                    crate::DbError::RuntimeError { _message: () }
+                }
+            }
+            ExecutorError::TaskJoinFailed { message } => {
+                #[cfg(feature = "std")]
+                {
+                    crate::DbError::RuntimeError { message }
+                }
+                #[cfg(not(feature = "std"))]
+                {
+                    let _ = message; // Use the message variable to avoid unused warnings
+                    crate::DbError::RuntimeError { _message: () }
+                }
+            }
+        }
+    }
+}
diff --git a/aimdb-core/src/time.rs b/aimdb-core/src/time.rs
new file mode 100644
index 00000000..8b289ae9
--- /dev/null
+++ b/aimdb-core/src/time.rs
@@ -0,0 +1,235 @@
+//! Time and timing utilities for AimDB
+//!
+//! This module provides time-related traits and utilities for runtime adapters,
+//! including timestamping, delays, and scheduling operations.
+
+use core::future::Future;
+
+/// Trait for adapters that provide current time information
+///
+/// This trait enables adapters to provide timing information which can be
+/// useful for timestamping, performance measurement, and scheduling.
+///
+/// # Availability
+/// - **Tokio environments**: Uses `std::time::Instant`
+/// - **Embassy environments**: Uses `embassy_time::Instant` (when embassy-time feature enabled)
+/// - **Basic environments**: May not be available depending on platform
+pub trait TimestampProvider {
+    /// Type representing an instant in time for this runtime
+    type Instant;
+
+    /// Gets the current timestamp according to the runtime's time source
+    ///
+    /// # Returns
+    /// Current timestamp as the runtime's Instant type
+    ///
+    /// # Example
+    /// ```rust,no_run
+    /// use aimdb_core::time::TimestampProvider;
+    ///
+    /// fn log_operation<T: TimestampProvider>(provider: &T) {
+    ///     let _timestamp = provider.now();
+    ///     // Use timestamp for logging, performance measurement, etc.
+    ///     println!("Operation completed");
+    /// }
+    /// ```
+    fn now(&self) -> Self::Instant;
+}
+
+/// Trait for adapters that support sleep/delay operations
+///
+/// This trait provides the capability to pause execution for a specified duration,
+/// useful for implementing delays, rate limiting, and timing-based control flow.
+///
+/// # Availability
+/// - **Tokio environments**: Full support with `tokio::time::sleep()`
+/// - **Embassy environments**: Available when `embassy-time` feature is enabled
+/// - **Basic environments**: Not available
+pub trait SleepCapable {
+    /// Type representing a duration for this runtime
+    type Duration;
+
+    /// Pauses execution for the specified duration
+    ///
+    /// This method provides a sleep/delay functionality that pauses the current
+    /// execution context without blocking other tasks.
+    ///
+    /// # Arguments
+    /// * `duration` - How long to pause execution
+    ///
+    /// # Returns
+    /// A future that completes after the specified duration
+    ///
+    /// # Example
+    /// ```rust,no_run
+    /// use aimdb_core::time::SleepCapable;
+    /// use std::time::Duration;
+    ///
+    /// async fn rate_limited_operation<S: SleepCapable<Duration = Duration>>(
+    ///     sleeper: &S
+    /// ) {
+    ///     println!("Starting operation...");
+    ///     sleeper.sleep(Duration::from_secs(1)).await;
+    ///     println!("Operation completed after delay");
+    /// }
+    /// ```
+    fn sleep(&self, duration: Self::Duration) -> impl Future<Output = ()> + Send;
+}
+
+/// Utility functions for time-based operations
+///
+/// This module provides convenience functions that work with the timing traits
+/// to provide common time-based functionality across different platforms.
+pub mod utils {
+    use super::*;
+
+    /// Measures the execution time of an async operation using a timestamp provider
+    ///
+    /// This function works in both `std` and `no_std` environments by using the
+    /// provided `TimestampProvider` for timing measurements. The duration calculation
+    /// depends on the timestamp provider's `Instant` type supporting subtraction.
+    pub async fn measure_async<F, T, P>(provider: &P, operation: F) -> (T, P::Instant, P::Instant)
+    where
+        F: Future<Output = T>,
+        P: TimestampProvider,
+    {
+        let start = provider.now();
+        let result = operation.await;
+        let end = provider.now();
+        (result, start, end)
+    }
+
+    /// Creates a generic timeout error for operations that exceed their time limit
+    ///
+    /// This utility function provides a standard way to create timeout errors
+    /// without depending on specific runtime implementations.
+    pub fn create_timeout_error(_operation_name: &str) -> crate::DbError {
+        crate::DbError::ConnectionFailed {
+            #[cfg(feature = "std")]
+            endpoint: "timeout".to_string(),
+            #[cfg(feature = "std")]
+            reason: format!("{} operation timed out", _operation_name),
+            #[cfg(not(feature = "std"))]
+            _endpoint: (),
+            #[cfg(not(feature = "std"))]
+            _reason: (),
+        }
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    #[cfg(feature = "std")]
+    mod std_tests {
+        use super::*;
+        use std::time::Instant;
+
+        // Mock providers for testing
+        struct MockTimestampProvider;
+
+        impl TimestampProvider for MockTimestampProvider {
+            type Instant = Instant;
+
+            fn now(&self) -> Self::Instant {
+                Instant::now()
+            }
+        }
+
+        #[test]
+        fn test_timestamp_provider_trait() {
+            let provider = MockTimestampProvider;
+            let timestamp1 = provider.now();
+
+            // Timestamps should be valid Instant values
+            let timestamp2 = provider.now();
+
+            // Second timestamp should be greater than or equal to first
+            assert!(timestamp2 >= timestamp1);
+        }
+
+        #[test]
+        fn test_timeout_error_creation() {
+            let error = utils::create_timeout_error("database query");
+
+            // Test error format for std feature
+            #[cfg(feature = "std")]
+            {
+                let error_string = format!("{}", error);
+                assert!(error_string.contains("database query operation timed out"));
+            }
+        }
+
+        #[test]
+        fn test_measure_async_trait_based() {
+            let provider = MockTimestampProvider;
+
+            // Test that we can measure with the trait-based approach
+            let runtime = tokio::runtime::Runtime::new().unwrap();
+            let (result, start, end) = runtime.block_on(utils::measure_async(&provider, async {
+                // Simulate work with a small computation
+                let mut sum = 0;
+                for i in 0..1000 {
+                    sum += i;
+                }
+                sum
+            }));
+
+            assert_eq!(result, 499500); // Sum of 0..1000
+                                        // End time should be greater than or equal to start time
+            assert!(end >= start);
+        }
+    }
+
+    #[cfg(not(feature = "std"))]
+    mod no_std_tests {
+        use super::{utils, TimestampProvider};
+
+        // Mock timestamp provider for no_std testing
+        struct MockNoStdTimestampProvider {
+            counter: core::sync::atomic::AtomicU64,
+        }
+
+        impl MockNoStdTimestampProvider {
+            fn new() -> Self {
+                Self {
+                    counter: core::sync::atomic::AtomicU64::new(0),
+                }
+            }
+        }
+
+        impl TimestampProvider for MockNoStdTimestampProvider {
+            type Instant = u64;
+
+            fn now(&self) -> Self::Instant {
+                self.counter
+                    .fetch_add(1, core::sync::atomic::Ordering::Relaxed)
+            }
+        }
+
+        #[test]
+        fn test_timeout_error_creation_no_std() {
+            let _error = utils::create_timeout_error("operation");
+            // In no_std mode, we just verify the error can be created
+            // without panicking
+        }
+
+        #[test]
+        fn test_measure_async_no_std() {
+            // Test that measure_async works in no_std with a simple timestamp provider
+            let provider = MockNoStdTimestampProvider::new();
+
+            // Since we can't use tokio in no_std, we'll test the function signature
+            // and basic functionality without actually running async code
+            let future = async {
+                // Simulate some work
+                42
+            };
+
+            // This mainly tests that the function compiles and accepts the right types
+            // We explicitly drop the future since we can't await it in no_std tests
+            core::mem::drop(utils::measure_async(&provider, future));
+        }
+    }
+}
diff --git a/aimdb-core/src/tracked_fn.rs b/aimdb-core/src/tracked_fn.rs
new file mode 100644
index 00000000..66c581e0
--- /dev/null
+++ b/aimdb-core/src/tracked_fn.rs
@@ -0,0 +1,214 @@
+//! Async function wrapper with automatic call tracking
+//!
+//! Provides type-erased async functions that automatically record
+//! execution statistics via `CallStats`.
+
+use core::fmt::Debug;
+use core::future::Future;
+use core::pin::Pin;
+
+#[cfg(not(feature = "std"))]
+extern crate alloc;
+
+#[cfg(not(feature = "std"))]
+use alloc::{boxed::Box, sync::Arc};
+
+#[cfg(feature = "std")]
+use std::{boxed::Box, sync::Arc};
+
+use crate::emitter::Emitter;
+use crate::metrics::CallStats;
+
+/// Type alias for boxed future returning unit
+type BoxFutureUnit = Pin<Box<dyn Future<Output = ()> + Send + 'static>>;
+
+/// Type-erased async function
+///
+/// Stores a function that takes `(Emitter, T)` and returns a future.
+/// Wrapped in Arc for sharing across the closure.
+type ErasedAsyncFn<T> = Arc<dyn Fn(Emitter, T) -> BoxFutureUnit + Send + Sync + 'static>;
+
+/// Async function wrapper with automatic call tracking
+///
+/// Wraps an async function and automatically records call statistics
+/// including invocation count and last argument value.
+///
+/// # Type Parameters
+/// * `T` - The argument type (must be `Send + 'static + Debug + Clone`)
+///
+/// # Design
+///
+/// - Type-erases async functions for storage in collections
+/// - Automatically records each call in `CallStats`
+/// - Zero-cost abstraction when not inspecting stats
+///
+/// # Example
+///
+/// ```rust,ignore
+/// use aimdb_core::experimental::TrackedAsyncFn;
+///
+/// let func = TrackedAsyncFn::new(|emitter, value: i32| async move {
+///     println!("Called with: {}", value);
+/// });
+///
+/// func.call(emitter, 42).await;
+/// assert_eq!(func.stats().calls(), 1);
+/// ```
+pub struct TrackedAsyncFn<T: Send + 'static + Debug + Clone> {
+    /// The type-erased function (wrapped in Arc for cloning into closure)
+    func: ErasedAsyncFn<T>,
+
+    /// Statistics tracker
+    stats: Arc<CallStats<T>>,
+}
+
+impl<T: Send + 'static + Debug + Clone> TrackedAsyncFn<T> {
+    /// Creates a new tracked async function
+    ///
+    /// Wraps the provided async function and sets up call tracking.
+    ///
+    /// # Arguments
+    /// * `f` - An async function taking `(Emitter, T)` and returning `()`
+    ///
+    /// # Returns
+    /// A `TrackedAsyncFn<T>` that automatically tracks calls
+    ///
+    /// # Example
+    ///
+    /// ```rust,ignore
+    /// let func = TrackedAsyncFn::new(|emitter, data| async move {
+    ///     println!("Processing: {:?}", data);
+    ///     // Can emit to other record types
+    ///     emitter.emit(OtherData(data.value)).await?;
+    /// });
+    /// ```
+    pub fn new<F, Fut>(f: F) -> Self
+    where
+        F: Fn(Emitter, T) -> Fut + Send + Sync + 'static,
+        Fut: Future<Output = ()> + Send + 'static,
+    {
+        let stats = Arc::new(CallStats::<T>::new());
+        let stats_clone = stats.clone();
+
+        // Wrap the function in Arc so we can move it into the closure
+        let f = Arc::new(f);
+
+        // Wrap the function to record calls
+        let boxed: ErasedAsyncFn<T> = Arc::new(move |em, arg| {
+            let stats_inner = stats_clone.clone();
+            let f = f.clone();
+            Box::pin(async move {
+                // Record the call
+                stats_inner.record(&arg);
+
+                // Execute the actual function
+                f(em, arg).await
+            })
+        });
+
+        Self { func: boxed, stats }
+    }
+
+    /// Calls the wrapped async function
+    ///
+    /// This will automatically record the call in statistics before
+    /// executing the function.
+    ///
+    /// # Arguments
+    /// * `emitter` - The emitter context
+    /// * `arg` - The argument value
+    ///
+    /// # Example
+    ///
+    /// ```rust,ignore
+    /// func.call(emitter.clone(), SensorData { temp: 23.5 }).await;
+    /// ```
+    pub async fn call(&self, emitter: Emitter, arg: T) {
+        (self.func)(emitter, arg).await
+    }
+
+    /// Returns the call statistics
+    ///
+    /// # Returns
+    /// An `Arc<CallStats<T>>` for inspecting call history
+    ///
+    /// # Example
+    ///
+    /// ```rust,ignore
+    /// let stats = func.stats();
+    /// println!("Called {} times", stats.calls());
+    /// println!("Last value: {:?}", stats.last_arg());
+    /// ```
+    pub fn stats(&self) -> Arc<CallStats<T>> {
+        self.stats.clone()
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    #[cfg(not(feature = "std"))]
+    use alloc::collections::BTreeMap;
+    #[cfg(feature = "std")]
+    use std::collections::HashMap;
+
+    #[allow(dead_code)]
+    #[derive(Debug, Clone, PartialEq)]
+    struct TestData {
+        value: i32,
+    }
+
+    #[allow(dead_code)]
+    fn create_test_emitter() -> Emitter {
+        #[cfg(not(feature = "std"))]
+        use alloc::sync::Arc;
+        #[cfg(feature = "std")]
+        use std::sync::Arc;
+
+        use crate::builder::AimDbInner;
+
+        #[cfg(feature = "std")]
+        let records = HashMap::new();
+        #[cfg(not(feature = "std"))]
+        let records = BTreeMap::new();
+
+        let inner = Arc::new(AimDbInner { records });
+        let runtime = Arc::new(());
+
+        Emitter::new(runtime, inner)
+    }
+
+    #[tokio::test]
+    #[cfg(all(test, feature = "tokio-runtime"))]
+    async fn test_tracked_fn_basic() {
+        let func = TrackedAsyncFn::new(|_em, data: TestData| async move {
+            assert_eq!(data.value, 42);
+        });
+
+        assert_eq!(func.stats().calls(), 0);
+
+        let emitter = create_test_emitter();
+        func.call(emitter, TestData { value: 42 }).await;
+
+        assert_eq!(func.stats().calls(), 1);
+        assert_eq!(func.stats().last_arg().unwrap().value, 42);
+    }
+
+    #[tokio::test]
+    #[cfg(all(test, feature = "tokio-runtime"))]
+    async fn test_tracked_fn_multiple_calls() {
+        let func = TrackedAsyncFn::new(|_em, _data: TestData| async move {
+            // Do nothing
+        });
+
+        let emitter = create_test_emitter();
+
+        func.call(emitter.clone(), TestData { value: 1 }).await;
+        func.call(emitter.clone(), TestData { value: 2 }).await;
+        func.call(emitter, TestData { value: 3 }).await;
+
+        assert_eq!(func.stats().calls(), 3);
+        assert_eq!(func.stats().last_arg().unwrap().value, 3);
+    }
+}
diff --git a/aimdb-core/src/typed_record.rs b/aimdb-core/src/typed_record.rs
new file mode 100644
index 00000000..4a9a002e
--- /dev/null
+++ b/aimdb-core/src/typed_record.rs
@@ -0,0 +1,311 @@
+//! Type-safe record storage using TypeId
+//!
+//! This module provides a type-safe alternative to string-based record
+//! identification, using Rust's `TypeId` for compile-time type safety.
+
+use core::any::Any;
+use core::fmt::Debug;
+
+#[cfg(not(feature = "std"))]
+extern crate alloc;
+
+#[cfg(not(feature = "std"))]
+use alloc::{boxed::Box, sync::Arc, vec::Vec};
+
+#[cfg(feature = "std")]
+use std::{boxed::Box, sync::Arc, vec::Vec};
+
+use crate::metrics::CallStats;
+use crate::tracked_fn::TrackedAsyncFn;
+
+/// Type-erased trait for records
+///
+/// Allows storage of heterogeneous record types in a single collection
+/// while maintaining type safety through downcast operations.
+///
+/// # Design
+///
+/// - Type-erased interface for storage in collections
+/// - Safe downcasting to concrete types via `Any`
+/// - Validation of producer/consumer configuration
+///
+/// # Example
+///
+/// ```rust,ignore
+/// let mut record: Box<dyn AnyRecord> = Box::new(TypedRecord::<SensorData>::new());
+/// if let Some(typed) = record.as_any().downcast_ref::<TypedRecord<SensorData>>() {
+///     // Access type-specific methods
+/// }
+/// ```
+pub trait AnyRecord: Send + Sync {
+    /// Validates that the record has correct producer/consumer setup
+    ///
+    /// # Returns
+    /// `Ok(())` if valid, `Err` with description if invalid
+    ///
+    /// # Rules
+    /// - Must have exactly one producer
+    /// - Must have at least one consumer
+    fn validate(&self) -> Result<(), &'static str>;
+
+    /// Returns self as Any for downcasting
+    fn as_any(&self) -> &dyn Any;
+
+    /// Returns self as mutable Any for downcasting
+    fn as_any_mut(&mut self) -> &mut dyn Any;
+}
+
+// Helper extension trait for type-safe downcasting
+pub trait AnyRecordExt {
+    /// Attempts to downcast to a typed record reference
+    ///
+    /// # Type Parameters
+    /// * `T` - The expected record type
+    ///
+    /// # Returns
+    /// `Some(&TypedRecord<T>)` if types match, `None` otherwise
+    fn as_typed<T: Send + 'static + Debug + Clone>(&self) -> Option<&TypedRecord<T>>;
+
+    /// Attempts to downcast to a mutable typed record reference
+    ///
+    /// # Type Parameters
+    /// * `T` - The expected record type
+    ///
+    /// # Returns
+    /// `Some(&mut TypedRecord<T>)` if types match, `None` otherwise
+    fn as_typed_mut<T: Send + 'static + Debug + Clone>(&mut self) -> Option<&mut TypedRecord<T>>;
+}
+
+impl AnyRecordExt for Box<dyn AnyRecord> {
+    fn as_typed<T: Send + 'static + Debug + Clone>(&self) -> Option<&TypedRecord<T>> {
+        self.as_any().downcast_ref::<TypedRecord<T>>()
+    }
+
+    fn as_typed_mut<T: Send + 'static + Debug + Clone>(&mut self) -> Option<&mut TypedRecord<T>> {
+        self.as_any_mut().downcast_mut::<TypedRecord<T>>()
+    }
+}
+
+/// Typed record storage with producer/consumer functions
+///
+/// Stores type-safe producer and consumer functions for a specific
+/// record type T, along with their execution statistics.
+///
+/// # Type Parameters
+/// * `T` - The record type (must be `Send + 'static + Debug + Clone`)
+///
+/// # Design
+///
+/// - One optional producer function
+/// - Multiple consumer functions (Vec)
+/// - Each function is wrapped in `TrackedAsyncFn` for observability
+///
+/// # Example
+///
+/// ```rust,ignore
+/// let mut record = TypedRecord::<SensorData>::new();
+/// record.set_producer(|em, data| async move {
+///     println!("Producer: {:?}", data);
+/// });
+/// record.add_consumer(|em, data| async move {
+///     println!("Consumer: {:?}", data);
+/// });
+/// ```
+pub struct TypedRecord<T: Send + 'static + Debug + Clone> {
+    /// Optional producer function
+    producer: Option<TrackedAsyncFn<T>>,
+
+    /// List of consumer functions
+    consumers: Vec<TrackedAsyncFn<T>>,
+}
+
+impl<T: Send + 'static + Debug + Clone> TypedRecord<T> {
+    /// Creates a new empty typed record
+    ///
+    /// # Returns
+    /// A `TypedRecord<T>` with no producer or consumers
+    pub fn new() -> Self {
+        Self {
+            producer: None,
+            consumers: Vec::new(),
+        }
+    }
+
+    /// Sets the producer function for this record
+    ///
+    /// # Arguments
+    /// * `f` - An async function taking `(Emitter, T)` and returning `()`
+    ///
+    /// # Panics
+    /// Panics if a producer is already set (each record can have only one producer)
+    ///
+    /// # Example
+    ///
+    /// ```rust,ignore
+    /// record.set_producer(|emitter, data| async move {
+    ///     println!("Processing: {:?}", data);
+    ///     // Can emit to other record types
+    ///     emitter.emit(OtherType(data.value)).await?;
+    /// });
+    /// ```
+    pub fn set_producer<F, Fut>(&mut self, f: F)
+    where
+        F: Fn(crate::emitter::Emitter, T) -> Fut + Send + Sync + 'static,
+        Fut: core::future::Future<Output = ()> + Send + 'static,
+    {
+        if self.producer.is_some() {
+            panic!("This record type already has a producer");
+        }
+        self.producer = Some(TrackedAsyncFn::new(f));
+    }
+
+    /// Adds a consumer function for this record
+    ///
+    /// Multiple consumers can be registered for the same record type.
+    /// They will all be called when data is produced.
+    ///
+    /// # Arguments
+    /// * `f` - An async function taking `(Emitter, T)` and returning `()`
+    ///
+    /// # Example
+    ///
+    /// ```rust,ignore
+    /// record.add_consumer(|emitter, data| async move {
+    ///     println!("Consumer 1: {:?}", data);
+    /// });
+    /// record.add_consumer(|emitter, data| async move {
+    ///     println!("Consumer 2: {:?}", data);
+    /// });
+    /// ```
+    pub fn add_consumer<F, Fut>(&mut self, f: F)
+    where
+        F: Fn(crate::emitter::Emitter, T) -> Fut + Send + Sync + 'static,
+        Fut: core::future::Future<Output = ()> + Send + 'static,
+    {
+        self.consumers.push(TrackedAsyncFn::new(f));
+    }
+
+    /// Produces a value by calling producer and all consumers
+    ///
+    /// This is the core of the data flow mechanism:
+    /// 1. Calls the producer function (if set)
+    /// 2. Calls all consumer functions in order
+    ///
+    /// # Arguments
+    /// * `emitter` - The emitter context for cross-record communication
+    /// * `val` - The value to produce
+    ///
+    /// # Example
+    ///
+    /// ```rust,ignore
+    /// record.produce(emitter.clone(), SensorData { temp: 23.5 }).await;
+    /// ```
+    pub async fn produce(&self, emitter: crate::emitter::Emitter, val: T) {
+        // Call producer if present
+        if let Some(p) = &self.producer {
+            p.call(emitter.clone(), val.clone()).await;
+        }
+
+        // Call all consumers
+        for c in &self.consumers {
+            c.call(emitter.clone(), val.clone()).await;
+        }
+    }
+
+    /// Returns statistics for the producer function
+    ///
+    /// # Returns
+    /// `Some(Arc<CallStats<T>>)` if producer is set, `None` otherwise
+    pub fn producer_stats(&self) -> Option<Arc<CallStats<T>>> {
+        self.producer.as_ref().map(|p| p.stats())
+    }
+
+    /// Returns statistics for all consumer functions
+    ///
+    /// # Returns
+    /// A vector of `Arc<CallStats<T>>`, one for each consumer
+    pub fn consumer_stats(&self) -> Vec<Arc<CallStats<T>>> {
+        self.consumers.iter().map(|c| c.stats()).collect()
+    }
+}
+
+impl<T: Send + 'static + Debug + Clone> Default for TypedRecord<T> {
+    fn default() -> Self {
+        Self::new()
+    }
+}
+
+impl<T: Send + 'static + Debug + Clone> AnyRecord for TypedRecord<T> {
+    fn validate(&self) -> Result<(), &'static str> {
+        if self.producer.is_none() {
+            return Err("must have exactly one producer");
+        }
+        if self.consumers.is_empty() {
+            return Err("must have ≥1 consumer");
+        }
+        Ok(())
+    }
+
+    fn as_any(&self) -> &dyn Any {
+        self
+    }
+
+    fn as_any_mut(&mut self) -> &mut dyn Any {
+        self
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    #[derive(Debug, Clone, PartialEq)]
+    struct TestData {
+        value: i32,
+    }
+
+    #[test]
+    fn test_typed_record_new() {
+        let record = TypedRecord::<TestData>::new();
+        assert!(record.producer.is_none());
+        assert!(record.consumers.is_empty());
+    }
+
+    #[test]
+    fn test_typed_record_validation() {
+        let mut record = TypedRecord::<TestData>::new();
+
+        // No producer, no consumers - invalid
+        assert!(record.validate().is_err());
+
+        // Add producer - still invalid (no consumers)
+        record.set_producer(|_em, _data| async {});
+        assert!(record.validate().is_err());
+
+        // Add consumer - now valid
+        record.add_consumer(|_em, _data| async {});
+        assert!(record.validate().is_ok());
+    }
+
+    #[test]
+    #[should_panic(expected = "already has a producer")]
+    fn test_typed_record_duplicate_producer() {
+        let mut record = TypedRecord::<TestData>::new();
+        record.set_producer(|_em, _data| async {});
+        record.set_producer(|_em, _data| async {}); // Should panic
+    }
+
+    #[test]
+    fn test_any_record_downcast() {
+        use super::AnyRecordExt;
+
+        let mut record: Box<dyn AnyRecord> = Box::new(TypedRecord::<TestData>::new());
+
+        // Should successfully downcast to correct type
+        assert!(record.as_typed::<TestData>().is_some());
+        assert!(record.as_typed_mut::<TestData>().is_some());
+
+        // Should fail to downcast to wrong type
+        assert!(record.as_typed::<i32>().is_none());
+    }
+}
diff --git a/aimdb-embassy-adapter/Cargo.toml b/aimdb-embassy-adapter/Cargo.toml
index ec1dcb5f..f3c3d928 100644
--- a/aimdb-embassy-adapter/Cargo.toml
+++ b/aimdb-embassy-adapter/Cargo.toml
@@ -10,14 +10,10 @@ build = "build.rs"
 default = []
 
 # Runtime features
-embassy-runtime = [
-    "embassy-executor",
-    "embassy-time",
-    "aimdb-core/embassy-runtime",
-]
+embassy-runtime = ["embassy-executor", "embassy-time", "embassy-sync"]
 
 # Observability features (no_std compatible)
-tracing = ["aimdb-core/tracing"]
+tracing = ["aimdb-core/tracing", "dep:tracing"]
 
 # Note: std feature is intentionally kept but will cause build.rs to fail if enabled
 # This provides clear error messages when accidentally enabled
@@ -26,20 +22,41 @@ std = []
 # Note: metrics feature not supported on embedded - requires std library
 
 [dependencies]
-# Core AimDB types - always no_std for Embassy
+# Executor traits
+aimdb-executor = { path = "../aimdb-executor", default-features = false, features = [
+    "embassy-types",
+] }
+
+# Core AimDB types - no_std for Embassy (for DbError integration)
 aimdb-core = { path = "../aimdb-core", default-features = false, features = [
-    "embedded",
+    "embassy-runtime",
 ] }
 
 # Embassy ecosystem for embedded async
 embassy-executor = { workspace = true, optional = true }
 embassy-time = { workspace = true, optional = true }
+embassy-sync = { workspace = true, optional = true }
 
 # Embedded HAL for peripheral abstractions
 embedded-hal = { workspace = true }
 embedded-hal-async = { workspace = true }
 embedded-hal-nb = { workspace = true }
 
+# Logging for embedded
+defmt = { workspace = true }
+
+# Observability (optional, no_std compatible)
+tracing = { workspace = true, optional = true, default-features = false }
+
 [dev-dependencies]
-# For testing on embedded targets
+# For testing on embedded targets  
 heapless = "0.9.1"
+
+# Utilities for async testing
+futures = "0.3"
+
+# For tracing tests
+tracing-test = "0.2"
+
+# Random number generation for tests
+rand = "0.8"
diff --git a/aimdb-embassy-adapter/build.rs b/aimdb-embassy-adapter/build.rs
index 017e973c..d2a32adc 100644
--- a/aimdb-embassy-adapter/build.rs
+++ b/aimdb-embassy-adapter/build.rs
@@ -8,18 +8,18 @@ use std::env;
 fn main() {
     println!("cargo:rerun-if-changed=build.rs");
 
-    // Validate feature combinations for embedded target
+    // Validate feature combinations for no_std target
     let std_enabled = env::var("CARGO_FEATURE_STD").is_ok();
     let _embassy_runtime_enabled = env::var("CARGO_FEATURE_EMBASSY_RUNTIME").is_ok();
     let metrics_enabled = env::var("CARGO_FEATURE_METRICS").is_ok();
 
-    // Prevent std usage on embassy adapter
+    // Prevent std usage on embassy adapter (embassy is no_std only)
     if std_enabled {
         panic!(
             r#"
 ❌ Invalid feature combination: aimdb-embassy-adapter cannot use 'std' features
 
-   Embassy adapter is designed exclusively for no_std embedded environments.
+   Embassy adapter is designed exclusively for no_std environments.
 
    Valid embassy features:
    • embassy-runtime  (core embassy runtime)
@@ -30,11 +30,11 @@ fn main() {
         );
     }
 
-    // Prevent std-only features on embedded
+    // Prevent std-only features on no_std
     if metrics_enabled {
         panic!(
             r#"
-❌ Invalid feature: 'metrics' not supported on embedded targets
+❌ Invalid feature: 'metrics' not supported on no_std targets
 
    Metrics collection requires std library support.
 
@@ -45,6 +45,7 @@ fn main() {
 
     // Always enforce no_std compilation
     println!("cargo:rustc-cfg=no_std_enforced");
+    println!("cargo:rustc-cfg=feature_no_std");
 
     // Set target-specific configurations for embedded targets
     let target = env::var("TARGET").unwrap_or_default();
diff --git a/aimdb-embassy-adapter/src/database.rs b/aimdb-embassy-adapter/src/database.rs
new file mode 100644
index 00000000..3d16b796
--- /dev/null
+++ b/aimdb-embassy-adapter/src/database.rs
@@ -0,0 +1,76 @@
+//! Embassy Database Implementation
+//!
+//! This module provides Embassy-specific extensions to the core database,
+//! including the build() method that requires an Embassy Spawner.
+
+use crate::runtime::EmbassyAdapter;
+use aimdb_core::{Database, DatabaseSpec, DatabaseSpecBuilder};
+
+#[cfg(feature = "embassy-runtime")]
+use embassy_executor::Spawner;
+
+/// Type alias for Embassy database
+///
+/// This provides a convenient type for working with databases on the Embassy runtime.
+pub type EmbassyDatabase = Database<EmbassyAdapter>;
+
+/// Type alias for Embassy database specification  
+///
+/// This is a convenience type for database specifications used with Embassy.
+pub type EmbassyDatabaseSpec = DatabaseSpec<EmbassyAdapter>;
+
+/// Type alias for Embassy-specific database specification builder
+pub type EmbassyDatabaseSpecBuilder = DatabaseSpecBuilder<EmbassyAdapter>;
+
+/// Extension trait for building Embassy databases
+///
+/// This trait adds a build() method to DatabaseSpecBuilder<EmbassyAdapter>
+/// that requires a Spawner, reflecting Embassy's runtime requirements.
+#[cfg(feature = "embassy-runtime")]
+pub trait EmbassyDatabaseBuilder {
+    /// Builds an Embassy database from the specification
+    ///
+    /// This method creates a new EmbassyAdapter with the provided spawner
+    /// and initializes the database with the configured records.
+    ///
+    /// # Arguments
+    /// * `spawner` - The Embassy spawner for task management
+    ///
+    /// # Returns
+    /// A configured Embassy database ready for use
+    ///
+    /// # Example
+    /// ```rust,no_run
+    /// # #[cfg(all(not(feature = "std"), feature = "embassy-runtime"))]
+    /// # {
+    /// use embassy_executor::Spawner;
+    /// use aimdb_core::Database;
+    /// use aimdb_embassy_adapter::{EmbassyAdapter, EmbassyDatabaseBuilder};
+    ///
+    /// #[embassy_executor::main]
+    /// async fn main(spawner: Spawner) {
+    ///     let db = Database::<EmbassyAdapter>::builder()
+    ///         .record("sensors")
+    ///         .record("metrics")
+    ///         .build(spawner);
+    ///     
+    ///     // Use the database
+    /// }
+    /// # }
+    /// ```
+    fn build(self, spawner: Spawner) -> Database<EmbassyAdapter>;
+}
+
+#[cfg(feature = "embassy-runtime")]
+impl EmbassyDatabaseBuilder for DatabaseSpecBuilder<EmbassyAdapter> {
+    fn build(self, spawner: Spawner) -> Database<EmbassyAdapter> {
+        #[cfg(feature = "tracing")]
+        tracing::info!("Building Embassy database with typed records and spawner");
+
+        let adapter = EmbassyAdapter::new_with_spawner(spawner);
+        let spec = self.into_spec();
+        // Embassy build doesn't return Result, so we panic on error
+        // This is consistent with Embassy's error handling philosophy
+        Database::new(adapter, spec).expect("Failed to build Embassy database")
+    }
+}
diff --git a/aimdb-embassy-adapter/src/lib.rs b/aimdb-embassy-adapter/src/lib.rs
index a7c57670..8a7f212f 100644
--- a/aimdb-embassy-adapter/src/lib.rs
+++ b/aimdb-embassy-adapter/src/lib.rs
@@ -56,10 +56,92 @@
 
 #![no_std]
 
+extern crate alloc;
+
 // Only include the implementation when std feature is not enabled
 // Embassy adapter is designed exclusively for no_std environments
 #[cfg(not(feature = "std"))]
 mod error;
 
+#[cfg(not(feature = "std"))]
+mod runtime;
+
+#[cfg(not(feature = "std"))]
+pub mod database;
+
+#[cfg(all(not(feature = "std"), feature = "embassy-time"))]
+pub mod time;
+
+// Error handling exports
 #[cfg(not(feature = "std"))]
 pub use error::{EmbassyErrorConverter, EmbassyErrorSupport};
+
+// Runtime adapter exports
+#[cfg(feature = "embassy-runtime")]
+pub use runtime::EmbassyAdapter;
+
+// Database implementation exports
+#[cfg(feature = "embassy-runtime")]
+pub use database::{
+    EmbassyDatabase, EmbassyDatabaseBuilder, EmbassyDatabaseSpec, EmbassyDatabaseSpecBuilder,
+};
+
+// Re-export core types for convenience
+#[cfg(all(not(feature = "std"), feature = "embassy-runtime"))]
+pub use embassy_executor::Spawner;
+
+/// Embassy-specific delay function
+///
+/// Delays execution for the specified number of milliseconds using Embassy's
+/// timer system. This should be used in services running on Embassy runtime.
+///
+/// # Arguments
+/// * `ms` - Number of milliseconds to delay
+///
+/// # Example
+/// ```rust,no_run
+/// # #[cfg(all(not(feature = "std"), feature = "embassy-time"))]
+/// # {
+/// use aimdb_embassy_adapter::delay_ms;
+///
+/// # async fn example() {
+/// delay_ms(1000).await; // Wait 1 second using Embassy timer
+/// # }
+/// # }
+/// ```
+#[cfg(all(not(feature = "std"), feature = "embassy-time"))]
+pub async fn delay_ms(ms: u64) {
+    embassy_time::Timer::after(embassy_time::Duration::from_millis(ms)).await;
+}
+
+/// Embassy-specific yield function
+///
+/// Yields control to allow other Embassy tasks to run. This provides
+/// cooperative scheduling within the Embassy async runtime.
+///
+/// # Example
+/// ```rust,no_run
+/// # #[cfg(not(feature = "std"))]
+/// # {
+/// use aimdb_embassy_adapter::yield_now;
+///
+/// # async fn example() {
+/// yield_now().await;
+/// # }
+/// # }
+/// ```
+#[cfg(not(feature = "std"))]
+pub async fn yield_now() {
+    // Embassy doesn't have a built-in yield_now, but we can simulate it
+    // by using a very short timer delay
+    #[cfg(feature = "embassy-time")]
+    embassy_time::Timer::after(embassy_time::Duration::from_millis(0)).await;
+
+    // If embassy-time is not available, we can use core::future::pending
+    // and immediately wake, but for simplicity, we'll use a no-op for now
+    #[cfg(not(feature = "embassy-time"))]
+    {
+        // Simple yield implementation - just await a ready future
+        core::future::ready(()).await;
+    }
+}
diff --git a/aimdb-embassy-adapter/src/runtime.rs b/aimdb-embassy-adapter/src/runtime.rs
new file mode 100644
index 00000000..74193709
--- /dev/null
+++ b/aimdb-embassy-adapter/src/runtime.rs
@@ -0,0 +1,209 @@
+//! Embassy Runtime Adapter for AimDB
+//!
+//! This module provides the Embassy-specific implementation of AimDB's runtime traits,
+//! enabling async task execution in embedded environments using Embassy.
+
+use aimdb_core::{DbError, DbResult};
+use aimdb_executor::{ExecutorResult, Logger, RuntimeAdapter, Spawn, TimeOps};
+use core::future::Future;
+
+#[cfg(feature = "tracing")]
+use tracing::{debug, warn};
+
+#[cfg(feature = "embassy-runtime")]
+use embassy_executor::Spawner;
+
+/// Embassy runtime adapter for async task execution in embedded systems
+///
+/// This adapter provides AimDB's runtime interface for Embassy-based embedded
+/// applications. It can either work standalone or store an Embassy spawner
+/// for integrated task management.
+///
+/// # Example
+/// ```rust,no_run
+/// # #[cfg(not(feature = "std"))]
+/// # {
+/// use aimdb_embassy_adapter::EmbassyAdapter;
+/// use aimdb_core::RuntimeAdapter;
+///
+/// # async fn example() -> aimdb_core::DbResult<()> {
+/// let adapter = EmbassyAdapter::new()?;
+///     
+/// let result = adapter.spawn_task(async {
+///     Ok::<_, aimdb_core::DbError>(42)
+/// }).await?;
+/// # Ok(())
+/// # }
+/// # }
+/// ```
+#[derive(Clone)]
+pub struct EmbassyAdapter {
+    #[cfg(feature = "embassy-runtime")]
+    spawner: Option<Spawner>,
+    #[cfg(not(feature = "embassy-runtime"))]
+    _phantom: core::marker::PhantomData<()>,
+}
+
+// SAFETY: EmbassyAdapter only contains an Option<Spawner> and Spawner is thread-safe.
+// Embassy executor handles spawner synchronization internally.
+unsafe impl Send for EmbassyAdapter {}
+unsafe impl Sync for EmbassyAdapter {}
+
+impl core::fmt::Debug for EmbassyAdapter {
+    fn fmt(&self, f: &mut core::fmt::Formatter<'_>) -> core::fmt::Result {
+        let mut debug_struct = f.debug_struct("EmbassyAdapter");
+
+        #[cfg(feature = "embassy-runtime")]
+        debug_struct.field("spawner", &self.spawner.is_some());
+
+        #[cfg(not(feature = "embassy-runtime"))]
+        debug_struct.field("_phantom", &"no spawner support");
+
+        debug_struct.finish()
+    }
+}
+
+impl EmbassyAdapter {
+    /// Creates a new EmbassyAdapter without a spawner
+    ///
+    /// This creates a stateless adapter suitable for basic task execution.
+    ///
+    /// # Returns
+    /// `Ok(EmbassyAdapter)` - Always succeeds
+    pub fn new() -> ExecutorResult<Self> {
+        #[cfg(feature = "tracing")]
+        debug!("Creating EmbassyAdapter (no spawner)");
+
+        Ok(Self {
+            #[cfg(feature = "embassy-runtime")]
+            spawner: None,
+            #[cfg(not(feature = "embassy-runtime"))]
+            _phantom: core::marker::PhantomData,
+        })
+    }
+
+    /// Creates a new EmbassyAdapter returning DbResult for backward compatibility
+    ///
+    /// This method provides compatibility with existing code that expects DbResult.
+    pub fn new_db_result() -> DbResult<Self> {
+        Self::new().map_err(DbError::from)
+    }
+
+    /// Creates a new EmbassyAdapter with an Embassy spawner
+    ///
+    /// This creates an adapter that can use the Embassy spawner for
+    /// advanced task management operations.
+    ///
+    /// # Arguments
+    /// * `spawner` - The Embassy spawner to use for task management
+    ///
+    /// # Returns
+    /// An EmbassyAdapter configured with the provided spawner
+    #[cfg(feature = "embassy-runtime")]
+    pub fn new_with_spawner(spawner: Spawner) -> Self {
+        #[cfg(feature = "tracing")]
+        debug!("Creating EmbassyAdapter with spawner");
+
+        Self {
+            spawner: Some(spawner),
+        }
+    }
+
+    /// Gets a reference to the stored spawner, if any
+    #[cfg(feature = "embassy-runtime")]
+    pub fn spawner(&self) -> Option<&Spawner> {
+        self.spawner.as_ref()
+    }
+}
+
+impl Default for EmbassyAdapter {
+    fn default() -> Self {
+        Self::new().expect("EmbassyAdapter::default() should not fail")
+    }
+}
+
+// Trait implementations for the simplified core adapter interfaces
+
+impl RuntimeAdapter for EmbassyAdapter {
+    fn runtime_name() -> &'static str {
+        "embassy"
+    }
+}
+
+// Implement Spawn trait for Embassy (static spawning)
+#[cfg(feature = "embassy-runtime")]
+impl Spawn for EmbassyAdapter {
+    type SpawnToken = (); // Embassy doesn't return a handle from static spawn
+
+    fn spawn<F>(&self, _future: F) -> ExecutorResult<Self::SpawnToken>
+    where
+        F: Future<Output = ()> + Send + 'static,
+    {
+        // Embassy spawning is handled via the #[embassy_executor::task] attribute
+        // and spawner.spawn() at the application level. This method exists for
+        // trait compatibility but spawning must be done through Embassy tasks.
+        Err(aimdb_executor::ExecutorError::RuntimeUnavailable {
+            message: "Embassy requires static task spawning via #[embassy_executor::task]",
+        })
+    }
+}
+
+// Implement TimeOps trait (combines TimeSource + Sleeper)
+#[cfg(feature = "embassy-time")]
+impl TimeOps for EmbassyAdapter {
+    type Instant = embassy_time::Instant;
+    type Duration = embassy_time::Duration;
+
+    fn now(&self) -> Self::Instant {
+        embassy_time::Instant::now()
+    }
+
+    fn duration_since(
+        &self,
+        later: Self::Instant,
+        earlier: Self::Instant,
+    ) -> Option<Self::Duration> {
+        if later >= earlier {
+            Some(later - earlier)
+        } else {
+            None
+        }
+    }
+
+    fn millis(&self, millis: u64) -> Self::Duration {
+        embassy_time::Duration::from_millis(millis)
+    }
+
+    fn secs(&self, secs: u64) -> Self::Duration {
+        embassy_time::Duration::from_secs(secs)
+    }
+
+    fn micros(&self, micros: u64) -> Self::Duration {
+        embassy_time::Duration::from_micros(micros)
+    }
+
+    fn sleep(&self, duration: Self::Duration) -> impl Future<Output = ()> + Send {
+        embassy_time::Timer::after(duration)
+    }
+}
+
+// Implement Logger trait
+impl Logger for EmbassyAdapter {
+    fn info(&self, message: &str) {
+        defmt::info!("{}", message);
+    }
+
+    fn debug(&self, message: &str) {
+        defmt::debug!("{}", message);
+    }
+
+    fn warn(&self, message: &str) {
+        defmt::warn!("{}", message);
+    }
+
+    fn error(&self, message: &str) {
+        defmt::error!("{}", message);
+    }
+}
+
+// Runtime trait is auto-implemented when RuntimeAdapter + TimeOps + Logger + Spawn are all implemented
diff --git a/aimdb-embassy-adapter/src/time.rs b/aimdb-embassy-adapter/src/time.rs
new file mode 100644
index 00000000..3fec953e
--- /dev/null
+++ b/aimdb-embassy-adapter/src/time.rs
@@ -0,0 +1,133 @@
+//! Embassy Time Integration for AimDB
+//!
+//! This module provides Embassy-specific implementations of AimDB's time traits,
+//! enabling embedded applications to use timing functionality with Embassy's
+//! time driver and timer primitives.
+
+use aimdb_core::time::{SleepCapable, TimestampProvider};
+use core::future::Future;
+
+#[cfg(feature = "embassy-time")]
+use embassy_time::{Duration, Instant, Timer};
+
+#[cfg(feature = "tracing")]
+use tracing::{debug, trace};
+
+/// Time provider implementing both timestamp and sleep capabilities
+///
+/// This provider uses Embassy's time driver to provide both timestamp and sleep
+/// functionality in embedded environments. It integrates with Embassy's timer
+/// system and works without requiring std.
+///
+/// # Example
+/// ```rust,no_run
+/// # #[cfg(all(not(feature = "std"), feature = "embassy-time"))]
+/// # {
+/// use aimdb_embassy_adapter::time::TimeProvider;
+/// use aimdb_core::time::{TimestampProvider, SleepCapable};
+/// use embassy_time::Duration;
+///
+/// # async fn example() {
+/// let provider = TimeProvider::new();
+///
+/// // Use as timestamp provider
+/// let timestamp = provider.now();
+///
+/// // Use as sleep provider
+/// provider.sleep(Duration::from_millis(50)).await;
+/// # }
+/// # }
+/// ```
+#[cfg(feature = "embassy-time")]
+#[derive(Debug, Clone, Copy)]
+pub struct TimeProvider;
+
+#[cfg(feature = "embassy-time")]
+impl TimeProvider {
+    /// Creates a new time provider
+    pub const fn new() -> Self {
+        Self
+    }
+}
+
+#[cfg(feature = "embassy-time")]
+impl Default for TimeProvider {
+    fn default() -> Self {
+        Self::new()
+    }
+}
+
+#[cfg(feature = "embassy-time")]
+impl TimestampProvider for TimeProvider {
+    type Instant = Instant;
+
+    fn now(&self) -> Self::Instant {
+        #[cfg(feature = "tracing")]
+        trace!("Getting timestamp");
+
+        Instant::now()
+    }
+}
+
+#[cfg(feature = "embassy-time")]
+impl SleepCapable for TimeProvider {
+    type Duration = Duration;
+
+    fn sleep(&self, duration: Self::Duration) -> impl Future<Output = ()> + Send {
+        #[cfg(feature = "tracing")]
+        debug!(duration_ms = duration.as_millis(), "Starting sleep");
+
+        Timer::after(duration)
+    }
+}
+
+/// Utility functions for Embassy time operations
+///
+/// These functions provide convenient ways to perform common time-based
+/// operations using Embassy's time primitives.
+pub mod utils {
+    #[cfg(feature = "embassy-time")]
+    use super::*;
+
+    /// Measures execution time using the time provider
+    ///
+    /// This is a convenience function that uses Embassy's timing system
+    /// to measure how long an async operation takes to complete.
+    ///
+    /// # Returns
+    /// A tuple containing (result, start_instant, end_instant)
+    ///
+    /// # Example
+    /// ```rust,no_run
+    /// # #[cfg(all(not(feature = "std"), feature = "embassy-time"))]
+    /// # {
+    /// use aimdb_embassy_adapter::time::utils;
+    ///
+    /// # async fn example() {
+    /// let (result, start, end) = utils::measure_async(async {
+    ///     // Some async work
+    ///     42
+    /// }).await;
+    ///
+    /// // Calculate duration if needed
+    /// // let duration = end - start; // This depends on Embassy's Instant implementation
+    /// # }
+    /// # }
+    /// ```
+    #[cfg(feature = "embassy-time")]
+    pub async fn measure_async<F, T>(operation: F) -> (T, Instant, Instant)
+    where
+        F: Future<Output = T>,
+    {
+        let provider = TimeProvider::new();
+        aimdb_core::time::utils::measure_async(&provider, operation).await
+    }
+
+    /// Creates a timeout error for time operations
+    ///
+    /// This provides a timeout error that can be used when operations
+    /// exceed their time limits in embedded environments.
+    pub fn create_timeout_error() -> aimdb_core::DbError {
+        aimdb_core::time::utils::create_timeout_error("Embassy operation")
+    }
+}
diff --git a/aimdb-executor/Cargo.toml b/aimdb-executor/Cargo.toml
new file mode 100644
index 00000000..3fc101ae
--- /dev/null
+++ b/aimdb-executor/Cargo.toml
@@ -0,0 +1,36 @@
+[package]
+name = "aimdb-executor"
+version.workspace = true
+edition.workspace = true
+authors.workspace = true
+license.workspace = true
+repository.workspace = true
+homepage.workspace = true
+description = "Pure async executor trait definitions for AimDB - runtime-agnostic abstractions"
+keywords.workspace = true
+categories.workspace = true
+
+[features]
+default = ["std"]
+
+# Core capabilities
+std = ["thiserror"]
+
+# Optional runtime-specific types (for concrete return types)
+tokio-types = ["tokio", "std"]       # Tokio requires std
+embassy-types = ["embassy-executor"] # Embassy works in no_std
+
+[dependencies]
+# Error handling (only for std environments)
+thiserror = { workspace = true, optional = true }
+
+# Runtime-specific types (optional, only for concrete trait method signatures)
+tokio = { workspace = true, optional = true, default-features = false }
+embassy-executor = { workspace = true, optional = true }
+
+# Core async types (always available)
+# Note: We use core::future::Future which is available in no_std
+
+[dev-dependencies]
+# For testing trait implementations
+tokio = { workspace = true, features = ["macros", "rt"] }
diff --git a/aimdb-executor/src/lib.rs b/aimdb-executor/src/lib.rs
new file mode 100644
index 00000000..08a1ac96
--- /dev/null
+++ b/aimdb-executor/src/lib.rs
@@ -0,0 +1,140 @@
+//! AimDB Executor Traits - Simplified
+//!
+//! This crate provides pure trait definitions for async execution across different
+//! runtime environments. It enables dependency inversion where the core database
+//! depends on abstractions rather than concrete runtime implementations.
+//!
+//! # Design Philosophy (Simplified)
+//!
+//! - **Runtime Agnostic**: No concrete runtime dependencies, no cfg in traits
+//! - **Flat Trait Structure**: 4 simple traits instead of complex hierarchies
+//! - **Platform Flexible**: Works across std and no_std environments
+//! - **Accessor Pattern**: Enables clean `ctx.log()` and `ctx.time()` usage
+//! - **Zero Dependencies**: Pure trait definitions with minimal coupling
+//!
+//! # Simplified Trait Structure
+//!
+//! Instead of 12+ traits with complex hierarchies, we now have 4 focused traits:
+//!
+//! 1. **`RuntimeAdapter`** - Identity and basic metadata
+//! 2. **`TimeOps`** - Time operations (enables `ctx.time()` accessor)
+//! 3. **`Logger`** - Logging operations (enables `ctx.log()` accessor)
+//! 4. **`Spawn`** - Task spawning (adapter-specific implementation)
+
+#![cfg_attr(not(feature = "std"), no_std)]
+
+use core::future::Future;
+
+// ============================================================================
+// Error Types
+// ============================================================================
+
+pub type ExecutorResult<T> = Result<T, ExecutorError>;
+
+#[derive(Debug)]
+#[cfg_attr(feature = "std", derive(thiserror::Error))]
+pub enum ExecutorError {
+    #[cfg_attr(feature = "std", error("Spawn failed: {message}"))]
+    SpawnFailed {
+        #[cfg(feature = "std")]
+        message: String,
+        #[cfg(not(feature = "std"))]
+        message: &'static str,
+    },
+
+    #[cfg_attr(feature = "std", error("Runtime unavailable: {message}"))]
+    RuntimeUnavailable {
+        #[cfg(feature = "std")]
+        message: String,
+        #[cfg(not(feature = "std"))]
+        message: &'static str,
+    },
+
+    #[cfg_attr(feature = "std", error("Task join failed: {message}"))]
+    TaskJoinFailed {
+        #[cfg(feature = "std")]
+        message: String,
+        #[cfg(not(feature = "std"))]
+        message: &'static str,
+    },
+}
+
+// ============================================================================
+// Core Traits (Simplified - 4 traits total)
+// ============================================================================
+
+/// Core runtime adapter trait - provides identity
+pub trait RuntimeAdapter: Send + Sync + 'static {
+    fn runtime_name() -> &'static str
+    where
+        Self: Sized;
+}
+
+/// Time operations trait - enables ctx.time() accessor
+pub trait TimeOps: RuntimeAdapter {
+    type Instant: Clone + Send + Sync + core::fmt::Debug + 'static;
+    type Duration: Clone + Send + Sync + core::fmt::Debug + 'static;
+
+    fn now(&self) -> Self::Instant;
+    fn duration_since(
+        &self,
+        later: Self::Instant,
+        earlier: Self::Instant,
+    ) -> Option<Self::Duration>;
+    fn millis(&self, ms: u64) -> Self::Duration;
+    fn secs(&self, secs: u64) -> Self::Duration;
+    fn micros(&self, micros: u64) -> Self::Duration;
+    fn sleep(&self, duration: Self::Duration) -> impl Future<Output = ()> + Send;
+}
+
+/// Logging trait - enables ctx.log() accessor
+pub trait Logger: RuntimeAdapter {
+    fn info(&self, message: &str);
+    fn debug(&self, message: &str);
+    fn warn(&self, message: &str);
+    fn error(&self, message: &str);
+}
+
+/// Task spawning trait - adapter-specific implementation
+pub trait Spawn: RuntimeAdapter {
+    type SpawnToken: Send + 'static;
+    fn spawn<F>(&self, future: F) -> ExecutorResult<Self::SpawnToken>
+    where
+        F: Future<Output = ()> + Send + 'static;
+}
+
+// ============================================================================
+// Convenience Trait Bundle
+// ============================================================================
+
+/// Complete runtime trait bundle
+pub trait Runtime: RuntimeAdapter + TimeOps + Logger + Spawn {
+    fn runtime_info(&self) -> RuntimeInfo
+    where
+        Self: Sized,
+    {
+        RuntimeInfo {
+            name: Self::runtime_name(),
+        }
+    }
+}
+
+// Auto-implement Runtime for any type with all traits
+impl<T> Runtime for T where T: RuntimeAdapter + TimeOps + Logger + Spawn {}
+
+#[derive(Debug, Clone)]
+pub struct RuntimeInfo {
+    pub name: &'static str,
+}
+
+// ============================================================================
+// Compatibility Aliases (for migration)
+// ============================================================================
+
+/// OLD: TimeSource - now use TimeOps
+pub trait TimeSource: TimeOps {}
+impl<T: TimeOps> TimeSource for T {}
+
+/// OLD: Sleeper - now part of TimeOps
+pub trait Sleeper: TimeOps {}
+impl<T: TimeOps> Sleeper for T {}
diff --git a/aimdb-macros/Cargo.toml b/aimdb-macros/Cargo.toml
new file mode 100644
index 00000000..6d78b201
--- /dev/null
+++ b/aimdb-macros/Cargo.toml
@@ -0,0 +1,31 @@
+[package]
+name = "aimdb-macros"
+version = "0.1.0"
+edition = "2021"
+authors = ["AimDB Contributors"]
+description = "Procedural macros for AimDB"
+license = "MIT OR Apache-2.0"
+repository = "https://github.com/aimdb-dev/aimdb"
+keywords = ["database", "async", "embedded", "no-std", "macros"]
+categories = ["embedded", "database-implementations", "asynchronous"]
+
+[lib]
+proc-macro = true
+
+[features]
+default = []
+# Enable debug output for macro expansion
+debug = []
+# Runtime feature flags (used for conditional compilation in generated code)
+tokio-runtime = []
+embassy-runtime = []
+
+[dependencies]
+# Procedural macro dependencies
+proc-macro2 = "1.0"
+quote = "1.0"
+syn = { version = "2.0", features = ["full", "extra-traits"] }
+
+[dev-dependencies]
+# For testing macro expansion
+trybuild = "1.0"
diff --git a/aimdb-macros/src/lib.rs b/aimdb-macros/src/lib.rs
new file mode 100644
index 00000000..9ca40ac4
--- /dev/null
+++ b/aimdb-macros/src/lib.rs
@@ -0,0 +1,5 @@
+//! AimDB Procedural Macros
+//!
+//! This crate is currently empty as AimDB has been simplified to use
+//! direct spawning patterns instead of procedural macros.
+//!
diff --git a/aimdb-tokio-adapter/Cargo.toml b/aimdb-tokio-adapter/Cargo.toml
index f610e168..545d5c1a 100644
--- a/aimdb-tokio-adapter/Cargo.toml
+++ b/aimdb-tokio-adapter/Cargo.toml
@@ -12,22 +12,32 @@ categories.workspace = true
 build = "build.rs"
 
 [features]
-default = ["tokio-runtime"]
+default = ["std", "tokio-runtime"]
+
+# Platform features
+std = ["aimdb-core/std"]
 
 # Runtime features
-tokio-runtime = ["tokio", "aimdb-core/tokio-runtime"]
+tokio-runtime = ["tokio", "std"]
 
 # Observability features
-tracing = ["aimdb-core/tracing"]
+tracing = ["aimdb-core/tracing", "dep:tracing"]
 metrics = ["aimdb-core/metrics", "tokio-runtime"]
 
 # Testing features
 test-utils = ["aimdb-core/test-utils", "tokio-runtime"]
 
 [dependencies]
-# Core AimDB types - std version for Tokio
-aimdb-core = { path = "../aimdb-core", default-features = true, features = [
+# Executor traits
+aimdb-executor = { path = "../aimdb-executor", default-features = false, features = [
     "std",
+    "tokio-types",
+] }
+
+# Core AimDB types - std version for Tokio (for DbError integration)
+aimdb-core = { path = "../aimdb-core", default-features = false, features = [
+    "std",
+    "tokio-runtime",
 ] }
 
 # Tokio async runtime
@@ -36,6 +46,10 @@ tokio = { workspace = true, optional = true, features = [
     "rt-multi-thread",
 ] }
 
+# Observability (optional)
+tracing = { workspace = true, optional = true }
+
 [dev-dependencies]
 # For async testing
 tokio-test = { workspace = true }
+futures = { workspace = true }
diff --git a/aimdb-tokio-adapter/src/database.rs b/aimdb-tokio-adapter/src/database.rs
new file mode 100644
index 00000000..e970a953
--- /dev/null
+++ b/aimdb-tokio-adapter/src/database.rs
@@ -0,0 +1,46 @@
+//! Tokio Database Implementation
+//!
+//! This module provides Tokio-specific extensions to the core database,
+//! including the build() method for easy initialization.
+
+use crate::runtime::TokioAdapter;
+use aimdb_core::{Database, DatabaseSpec, DatabaseSpecBuilder, DbResult};
+
+/// Type alias for Tokio database
+///
+/// This provides a convenient type for working with databases on the Tokio runtime.
+pub type TokioDatabase = Database<TokioAdapter>;
+
+/// Type alias for Tokio database specification
+pub type TokioDatabaseSpec = DatabaseSpec<TokioAdapter>;
+
+/// Type alias for Tokio database specification builder
+pub type TokioDatabaseSpecBuilder = DatabaseSpecBuilder<TokioAdapter>;
+
+/// Extension trait for building Tokio databases
+///
+/// This trait adds a build() method to DatabaseSpecBuilder<TokioAdapter>,
+/// enabling clean initialization syntax.
+pub trait TokioDatabaseBuilder {
+    /// Builds a Tokio database from the specification
+    ///
+    /// This method creates a new TokioAdapter and initializes the database
+    /// with the configured records.
+    ///
+    /// # Returns
+    /// `DbResult<Database<TokioAdapter>>` - The configured database
+    ///
+    /// See the repository examples for complete usage.
+    fn build(self) -> DbResult<Database<TokioAdapter>>;
+}
+
+impl TokioDatabaseBuilder for DatabaseSpecBuilder<TokioAdapter> {
+    fn build(self) -> DbResult<Database<TokioAdapter>> {
+        #[cfg(feature = "tracing")]
+        tracing::info!("Building Tokio database with typed records");
+
+        let adapter = TokioAdapter::new()?;
+        let spec = self.into_spec();
+        Database::new(adapter, spec)
+    }
+}
diff --git a/aimdb-tokio-adapter/src/lib.rs b/aimdb-tokio-adapter/src/lib.rs
index 6902de3c..520371e4 100644
--- a/aimdb-tokio-adapter/src/lib.rs
+++ b/aimdb-tokio-adapter/src/lib.rs
@@ -6,7 +6,7 @@
 //! # Features
 //!
 //! - **Tokio Integration**: Seamless integration with Tokio async executor
-//! - **Timeout Support**: Comprehensive timeout handling with `tokio::time`
+//! - **Time Support**: Timestamp, sleep, and delayed task capabilities with `tokio::time`
 //! - **Error Handling**: Tokio-specific error conversions and handling
 //! - **Std Compatible**: Designed for environments with full standard library
 //!
@@ -18,37 +18,29 @@
 //! The adapter extends AimDB's core functionality without requiring tokio
 //! dependencies in the core crate. It provides:
 //!
-//! - Runtime error constructors for Tokio-specific failures
-//! - Automatic conversions from tokio error types
-//! - Rich error descriptions leveraging std formatting capabilities
-//!
-//! # Usage
-//!
-//! ```rust,no_run
-//! use aimdb_core::DbError;
-//! use aimdb_tokio_adapter::{TokioErrorSupport, TokioErrorConverter};
-//! use std::time::Duration;
-//!
-//! // Create runtime-specific errors
-//! let timeout_error = DbError::from_timeout_error(0x01, Duration::from_millis(5000));
-//! let runtime_error = DbError::from_runtime_error(0x01, "Runtime not available");
-//! let task_error = DbError::from_task_error(0x02, "Task cancelled");
-//! let io_error = DbError::from_io_error(0x01, "Connection refused");
-//!
-//! // Use converter functions
-//! let timeout = TokioErrorConverter::timeout_error(Duration::from_millis(1000));
-//! let unavailable = TokioErrorConverter::runtime_unavailable();
-//! ```
 //!
-//! # Error Code Ranges
-//!
-//! The adapter uses specific error code ranges for different runtime components:
+//! - **Runtime Module**: Core async task spawning with `RuntimeAdapter`
+//! - **Time Module**: Time-related capabilities like timestamps and sleep
+//! - **Error Module**: Runtime error constructors and conversions
+//! - Rich error descriptions leveraging std formatting capabilities
 //!
-//! - **Runtime**: 0x7100-0x71FF  
-//! - **Timeout**: 0x7200-0x72FF
-//! - **Task**: 0x7300-0x73FF
-//! - **I/O**: 0x7400-0x74FF
+//! See the repository examples for complete usage patterns.
+
+// Tokio adapter always requires std
+#[cfg(not(feature = "std"))]
+compile_error!("tokio-adapter requires the std feature");
 
-mod error;
+pub mod database;
+pub mod error;
+pub mod runtime;
+pub mod time;
 
 pub use error::{TokioErrorConverter, TokioErrorSupport};
+
+#[cfg(feature = "tokio-runtime")]
+pub use runtime::TokioAdapter;
+
+#[cfg(feature = "tokio-runtime")]
+pub use database::{
+    TokioDatabase, TokioDatabaseBuilder, TokioDatabaseSpec, TokioDatabaseSpecBuilder,
+};
diff --git a/aimdb-tokio-adapter/src/runtime.rs b/aimdb-tokio-adapter/src/runtime.rs
new file mode 100644
index 00000000..462e7a0f
--- /dev/null
+++ b/aimdb-tokio-adapter/src/runtime.rs
@@ -0,0 +1,219 @@
+//! Tokio Runtime Adapter for AimDB
+//!
+//! This module provides the Tokio-specific implementation of AimDB's runtime traits,
+//! enabling async task spawning and execution in std environments using Tokio.
+
+use aimdb_core::{DbError, DbResult};
+use aimdb_executor::{ExecutorResult, Logger, RuntimeAdapter, Spawn, TimeOps};
+use core::future::Future;
+use std::time::{Duration, Instant};
+
+#[cfg(feature = "tracing")]
+use tracing::{debug, warn};
+
+/// Tokio runtime adapter for async task spawning in std environments
+///
+/// The TokioAdapter provides AimDB's runtime interface for Tokio-based
+/// applications, focusing on task spawning capabilities that leverage Tokio's
+/// async executor and scheduling infrastructure.
+///
+/// This module provides the core RuntimeAdapter and DelayCapableAdapter implementations.
+/// For time-related capabilities (timestamps, sleep), see the `time` module.
+///
+/// # Features
+/// - Task spawning with Tokio executor integration
+/// - Delayed task spawning with `tokio::time::sleep`
+/// - Tracing integration for observability (when `tracing` feature enabled)
+/// - Zero-cost abstraction over Tokio's async runtime
+///
+/// # Example
+/// ```rust,no_run
+/// use aimdb_tokio_adapter::TokioAdapter;
+/// use aimdb_core::RuntimeAdapter;
+///
+/// #[tokio::main]
+/// async fn main() -> aimdb_core::DbResult<()> {
+///     let adapter = TokioAdapter::new()?;
+///     
+///     let result = adapter.spawn_task(async {
+///         Ok::<_, aimdb_core::DbError>(42)
+///     }).await?;
+///
+///     // Result: 42
+///     Ok(())
+/// }
+/// ```
+#[cfg(feature = "tokio-runtime")]
+#[derive(Debug, Clone, Copy)]
+pub struct TokioAdapter;
+
+#[cfg(feature = "tokio-runtime")]
+impl TokioAdapter {
+    /// Creates a new TokioAdapter
+    ///
+    /// # Returns
+    /// `Ok(TokioAdapter)` - Tokio adapters are lightweight and cannot fail
+    pub fn new() -> ExecutorResult<Self> {
+        #[cfg(feature = "tracing")]
+        debug!("Creating TokioAdapter");
+
+        Ok(Self)
+    }
+
+    /// Creates a new TokioAdapter returning DbResult for backward compatibility
+    ///
+    /// This method provides compatibility with existing code that expects DbResult.
+    pub fn new_db_result() -> DbResult<Self> {
+        Self::new().map_err(DbError::from)
+    }
+
+    /// Spawns an async task on the Tokio executor
+    ///
+    /// This method provides the core task spawning functionality for Tokio-based
+    /// applications. Tasks are spawned on the Tokio executor, which handles
+    /// scheduling and execution across available threads.
+    ///
+    /// # Arguments
+    /// * `task` - The async task to spawn
+    ///
+    /// # Returns
+    /// `DbResult<T>` where T is the task's success type
+    ///
+    /// # Example
+    /// ```rust,no_run
+    /// use aimdb_tokio_adapter::TokioAdapter;
+    /// use aimdb_core::RuntimeAdapter;
+    ///
+    /// # #[tokio::main]
+    /// # async fn main() -> aimdb_core::DbResult<()> {
+    /// let adapter = TokioAdapter::new()?;
+    ///
+    /// let result = adapter.spawn_task(async {
+    ///     // Some async work
+    ///     Ok::<i32, aimdb_core::DbError>(42)
+    /// }).await?;
+    ///
+    /// // Result: 42
+    /// # Ok(())
+    /// # }
+    /// ```
+    pub async fn spawn_task<F, T>(&self, task: F) -> DbResult<T>
+    where
+        F: Future<Output = DbResult<T>> + Send + 'static,
+        T: Send + 'static,
+    {
+        #[cfg(feature = "tracing")]
+        debug!("Spawning async task");
+
+        let handle = tokio::task::spawn(task);
+
+        match handle.await {
+            Ok(result) => {
+                #[cfg(feature = "tracing")]
+                match &result {
+                    Ok(_) => debug!("Async task completed successfully"),
+                    Err(e) => warn!(?e, "Async task failed"),
+                }
+                result
+            }
+            Err(join_error) => {
+                #[cfg(feature = "tracing")]
+                warn!(?join_error, "Task join failed");
+
+                use crate::TokioErrorSupport;
+                Err(DbError::from_join_error(join_error))
+            }
+        }
+    }
+}
+
+#[cfg(feature = "tokio-runtime")]
+impl Default for TokioAdapter {
+    fn default() -> Self {
+        Self::new().expect("TokioAdapter::default() should not fail")
+    }
+}
+
+// Trait implementations for the core adapter interfaces
+
+#[cfg(feature = "tokio-runtime")]
+impl RuntimeAdapter for TokioAdapter {
+    fn runtime_name() -> &'static str {
+        "tokio"
+    }
+}
+
+// Implement Spawn trait for dynamic task spawning
+#[cfg(feature = "tokio-runtime")]
+impl Spawn for TokioAdapter {
+    type SpawnToken = tokio::task::JoinHandle<()>;
+
+    fn spawn<F>(&self, future: F) -> ExecutorResult<Self::SpawnToken>
+    where
+        F: Future<Output = ()> + Send + 'static,
+    {
+        #[cfg(feature = "tracing")]
+        tracing::debug!("Spawning future on Tokio runtime");
+
+        Ok(tokio::spawn(future))
+    }
+}
+
+// New unified Runtime trait implementations
+#[cfg(feature = "tokio-runtime")]
+impl TimeOps for TokioAdapter {
+    type Instant = Instant;
+    type Duration = Duration;
+
+    fn now(&self) -> Self::Instant {
+        Instant::now()
+    }
+
+    fn duration_since(
+        &self,
+        later: Self::Instant,
+        earlier: Self::Instant,
+    ) -> Option<Self::Duration> {
+        later.checked_duration_since(earlier)
+    }
+
+    fn millis(&self, millis: u64) -> Self::Duration {
+        Duration::from_millis(millis)
+    }
+
+    fn secs(&self, secs: u64) -> Self::Duration {
+        Duration::from_secs(secs)
+    }
+
+    fn micros(&self, micros: u64) -> Self::Duration {
+        Duration::from_micros(micros)
+    }
+
+    fn sleep(&self, duration: Self::Duration) -> impl Future<Output = ()> + Send {
+        tokio::time::sleep(duration)
+    }
+}
+
+#[cfg(feature = "tokio-runtime")]
+impl Logger for TokioAdapter {
+    fn info(&self, message: &str) {
+        println!("ℹ️  {}", message);
+    }
+
+    fn debug(&self, message: &str) {
+        #[cfg(debug_assertions)]
+        println!("🔍 {}", message);
+        #[cfg(not(debug_assertions))]
+        let _ = message; // Avoid unused variable warning in release
+    }
+
+    fn warn(&self, message: &str) {
+        println!("⚠️  {}", message);
+    }
+
+    fn error(&self, message: &str) {
+        eprintln!("❌ {}", message);
+    }
+}
+
+// Runtime trait is auto-implemented when RuntimeAdapter + TimeOps + Logger + Spawn are implemented
diff --git a/aimdb-tokio-adapter/src/time.rs b/aimdb-tokio-adapter/src/time.rs
new file mode 100644
index 00000000..0d492c94
--- /dev/null
+++ b/aimdb-tokio-adapter/src/time.rs
@@ -0,0 +1,69 @@
+//! Tokio Time-related Adapter Implementations
+//!
+//! This module provides Tokio-specific implementations of time-related traits
+//! from aimdb-core, including timestamps and sleep capabilities.
+
+use aimdb_core::time::{SleepCapable, TimestampProvider};
+use core::future::Future;
+use std::time::{Duration, Instant};
+
+use crate::TokioAdapter;
+
+/// Implementation of TimestampProvider for TokioAdapter
+///
+/// Uses `std::time::Instant` to provide high-resolution timestamps
+/// suitable for performance measurement and timing operations.
+#[cfg(feature = "tokio-runtime")]
+impl TimestampProvider for TokioAdapter {
+    type Instant = Instant;
+
+    /// Gets the current timestamp using `std::time::Instant::now()`
+    ///
+    /// # Returns
+    /// Current timestamp as `std::time::Instant`
+    ///
+    /// # Example
+    /// ```rust,no_run
+    /// use aimdb_tokio_adapter::TokioAdapter;
+    /// use aimdb_core::time::TimestampProvider;
+    ///
+    /// let adapter = TokioAdapter::new().unwrap();
+    /// let timestamp = adapter.now();
+    /// ```
+    fn now(&self) -> Self::Instant {
+        Instant::now()
+    }
+}
+
+/// Implementation of SleepCapable for TokioAdapter
+///
+/// Provides non-blocking sleep capabilities using `tokio::time::sleep`,
+/// which pauses execution without blocking the async runtime.
+#[cfg(feature = "tokio-runtime")]
+impl SleepCapable for TokioAdapter {
+    type Duration = Duration;
+
+    /// Pauses execution for the specified duration using `tokio::time::sleep`
+    ///
+    /// # Arguments
+    /// * `duration` - How long to pause execution
+    ///
+    /// # Returns
+    /// A future that completes after the specified duration
+    ///
+    /// # Example
+    /// ```rust,no_run
+    /// use aimdb_tokio_adapter::TokioAdapter;
+    /// use aimdb_core::time::SleepCapable;
+    /// use std::time::Duration;
+    ///
+    /// # #[tokio::main]
+    /// # async fn main() {
+    /// let adapter = TokioAdapter::new().unwrap();
+    /// adapter.sleep(Duration::from_millis(100)).await;
+    /// # }
+    /// ```
+    fn sleep(&self, duration: Self::Duration) -> impl Future<Output = ()> + Send {
+        tokio::time::sleep(duration)
+    }
+}
diff --git a/deny.toml b/deny.toml
index a88f2437..48a3e025 100644
--- a/deny.toml
+++ b/deny.toml
@@ -4,9 +4,7 @@ allow = [
     "Apache-2.0",
     "MIT",
     "BSD-2-Clause",
-    "BSD-3-Clause",
-    "ISC",
-    "Unicode-DFS-2016",
+    "0BSD",         # BSD Zero Clause License - used by embassy-net dependencies
     "Unicode-3.0",
 ]
 
diff --git a/examples/Cargo.toml b/examples/Cargo.toml
deleted file mode 100644
index ee049390..00000000
--- a/examples/Cargo.toml
+++ /dev/null
@@ -1,14 +0,0 @@
-[package]
-name = "aimdb-examples"
-version.workspace = true
-edition.workspace = true
-license.workspace = true
-description = "Example applications and demos for AimDB"
-publish = false
-
-[[example]]
-name = "quickstart"
-path = "quickstart.rs"
-
-[dependencies]
-# Add any dependencies your examples need here
diff --git a/examples/embassy-runtime-demo/.cargo/config.toml b/examples/embassy-runtime-demo/.cargo/config.toml
new file mode 100644
index 00000000..47814614
--- /dev/null
+++ b/examples/embassy-runtime-demo/.cargo/config.toml
@@ -0,0 +1,8 @@
+[target.thumbv8m.main-none-eabihf]
+runner = 'probe-rs run --chip STM32H563ZITx'
+
+[build]
+target = "thumbv8m.main-none-eabihf"
+
+[env]
+DEFMT_LOG = "trace"
diff --git a/examples/embassy-runtime-demo/Cargo.toml b/examples/embassy-runtime-demo/Cargo.toml
new file mode 100644
index 00000000..c144e6f0
--- /dev/null
+++ b/examples/embassy-runtime-demo/Cargo.toml
@@ -0,0 +1,88 @@
+[package]
+edition = "2024"
+name = "embassy-runtime-demo"
+version = "0.1.0"
+license = "MIT OR Apache-2.0"
+publish = false
+
+[features]
+default = ["embassy-runtime"]
+embassy-runtime = []
+# Declare but don't enable these features to silence cfg warnings from the service macro
+tokio-runtime = []
+std = []
+
+[dependencies]
+# AimDB dependencies
+aimdb-core = { path = "../../aimdb-core", default-features = false, features = [
+    "embassy-runtime",
+] }
+aimdb-embassy-adapter = { path = "../../aimdb-embassy-adapter", default-features = false, features = [
+    "embassy-runtime",
+] }
+aimdb-executor = { path = "../../aimdb-executor", default-features = false, features = [
+    "embassy-types",
+] }
+# aimdb-macros = { path = "../../aimdb-macros" } # No longer used
+aimdb-examples-shared = { path = "../shared", default-features = false, features = [
+    "embassy-runtime",
+] }
+
+# Embassy ecosystem - override workspace to use different chip
+embassy-stm32 = { workspace = true, features = [
+    "defmt",
+    "stm32h563zi",
+    "memory-x",
+    "time-driver-any",
+    "exti",
+    "unstable-pac",
+] }
+embassy-sync = { workspace = true, features = ["defmt"] }
+embassy-executor = { workspace = true, features = [
+    "arch-cortex-m",
+    "executor-thread",
+    "defmt",
+] }
+embassy-time = { workspace = true, features = [
+    "defmt",
+    "defmt-timestamp-uptime",
+    "tick-hz-32_768",
+] }
+embassy-net = { workspace = true, features = [
+    "defmt",
+    "tcp",
+    "dhcpv4",
+    "medium-ethernet",
+] }
+embassy-usb = { workspace = true, features = ["defmt"] }
+embassy-futures = { workspace = true }
+
+# Embedded debugging and logging
+defmt = { workspace = true }
+defmt-rtt = { workspace = true }
+panic-probe = { workspace = true }
+
+# Cortex-M runtime
+cortex-m = { workspace = true }
+cortex-m-rt = { workspace = true }
+critical-section = { workspace = true }
+static_cell = { workspace = true }
+
+# Embedded HAL
+embedded-hal = { workspace = true }
+embedded-hal-1 = { workspace = true }
+embedded-hal-async = { workspace = true }
+embedded-io-async = { workspace = true }
+embedded-nal-async = { workspace = true }
+embedded-storage = { workspace = true }
+
+# Embedded utilities  
+heapless = { workspace = true }
+micromath = { workspace = true }
+stm32-fmc = { workspace = true }
+embedded-alloc = "0.6"
+
+[package.metadata.embassy]
+build = [
+    { target = "thumbv8m.main-none-eabihf", artifact-dir = "out/examples/stm32h5" },
+]
diff --git a/examples/embassy-runtime-demo/build.rs b/examples/embassy-runtime-demo/build.rs
new file mode 100644
index 00000000..8cd32d7e
--- /dev/null
+++ b/examples/embassy-runtime-demo/build.rs
@@ -0,0 +1,5 @@
+fn main() {
+    println!("cargo:rustc-link-arg-bins=--nmagic");
+    println!("cargo:rustc-link-arg-bins=-Tlink.x");
+    println!("cargo:rustc-link-arg-bins=-Tdefmt.x");
+}
diff --git a/examples/embassy-runtime-demo/flash.sh b/examples/embassy-runtime-demo/flash.sh
new file mode 100755
index 00000000..2b08c48a
--- /dev/null
+++ b/examples/embassy-runtime-demo/flash.sh
@@ -0,0 +1,19 @@
+#!/bin/bash
+# Flash script for embassy-runtime-demo
+# 
+# This script should be run on the HOST machine where probe-rs and hardware are accessible.
+# The binary must be built first in the dev container using: cargo build
+
+set -e
+
+BINARY="../../target/thumbv8m.main-none-eabihf/debug/embassy-runtime-demo"
+
+if [ ! -f "$BINARY" ]; then
+    echo "Error: Binary not found at $BINARY"
+    echo "Please build it first in the dev container:"
+    echo "  cd examples/embassy-runtime-demo && cargo build"
+    exit 1
+fi
+
+echo "Flashing embassy-runtime-demo to STM32H563ZITx..."
+probe-rs run --chip STM32H563ZITx "$BINARY"
diff --git a/examples/embassy-runtime-demo/rust-toolchain.toml b/examples/embassy-runtime-demo/rust-toolchain.toml
new file mode 100644
index 00000000..b4f3adf4
--- /dev/null
+++ b/examples/embassy-runtime-demo/rust-toolchain.toml
@@ -0,0 +1,4 @@
+[toolchain]
+channel = "1.90"
+components = ["rust-src", "rustfmt", "llvm-tools"]
+targets = ["thumbv8m.main-none-eabihf"]
diff --git a/examples/embassy-runtime-demo/src/main.rs b/examples/embassy-runtime-demo/src/main.rs
new file mode 100644
index 00000000..5bb63bb7
--- /dev/null
+++ b/examples/embassy-runtime-demo/src/main.rs
@@ -0,0 +1,92 @@
+#![no_std]
+#![no_main]
+
+//! Example demonstrating full AimDB service integration with unified API
+
+use aimdb_core::{Database, RuntimeContext};
+use aimdb_embassy_adapter::{EmbassyAdapter, EmbassyDatabaseBuilder};
+use defmt::*;
+use embassy_executor::Spawner;
+use embassy_stm32::gpio::{Level, Output, Speed};
+use embassy_time::{Duration, Timer};
+use static_cell::StaticCell;
+use {defmt_rtt as _, panic_probe as _};
+
+// Simple embedded allocator (required by some dependencies)
+#[global_allocator]
+static ALLOCATOR: embedded_alloc::LlffHeap = embedded_alloc::LlffHeap::empty();
+
+// Plain Embassy tasks - no #[service] macro!
+// These wrap the shared implementations for clean separation
+
+#[embassy_executor::task]
+async fn data_processor_task(adapter: &'static EmbassyAdapter) {
+    let ctx = RuntimeContext::new(adapter);
+    if let Err(e) = aimdb_examples_shared::data_processor_service(ctx).await {
+        error!("Data processor error: {:?}", defmt::Debug2Format(&e));
+    }
+}
+
+#[embassy_executor::task]
+async fn monitoring_task(adapter: &'static EmbassyAdapter) {
+    let ctx = RuntimeContext::new(adapter);
+    if let Err(e) = aimdb_examples_shared::monitoring_service(ctx).await {
+        error!("Monitoring service error: {:?}", defmt::Debug2Format(&e));
+    }
+}
+
+#[embassy_executor::main]
+async fn main(spawner: Spawner) {
+    // Initialize heap for the allocator
+    {
+        use core::mem::MaybeUninit;
+        const HEAP_SIZE: usize = 8192;
+        static mut HEAP: [MaybeUninit<u8>; HEAP_SIZE] = [MaybeUninit::uninit(); HEAP_SIZE];
+        unsafe {
+            let heap_ptr = core::ptr::addr_of_mut!(HEAP);
+            ALLOCATOR.init((*heap_ptr).as_ptr() as usize, HEAP_SIZE)
+        }
+    }
+
+    let p = embassy_stm32::init(Default::default());
+    info!("🔧 Setting up AimDB with Embassy runtime...");
+
+    // Create database using the new unified builder API
+    // Use StaticCell to make db live for 'static
+    static DB_CELL: StaticCell<aimdb_embassy_adapter::EmbassyDatabase> = StaticCell::new();
+    let db = DB_CELL.init(Database::<EmbassyAdapter>::builder().build(spawner));
+
+    info!("✅ AimDB database created successfully");
+
+    // Setup LED for visual feedback
+    let mut led = Output::new(p.PB0, Level::High, Speed::Low);
+
+    info!("🎯 Spawning services with unified API:");
+
+    let adapter_ref = db.adapter();
+
+    // Spawn services using Embassy tasks
+    spawner.spawn(data_processor_task(adapter_ref).unwrap());
+    spawner.spawn(monitoring_task(adapter_ref).unwrap());
+
+    info!("⚡ Services spawned successfully!");
+
+    // Blink LED while services run
+    for i in 0..10 {
+        info!("LED blink {}/10", i + 1);
+        led.set_high();
+        Timer::after(Duration::from_millis(250)).await;
+
+        led.set_low();
+        Timer::after(Duration::from_millis(250)).await;
+    }
+
+    info!("🎉 All services completed successfully!");
+
+    // Keep LED on to signal completion
+    led.set_high();
+
+    loop {
+        Timer::after(Duration::from_secs(1)).await;
+    }
+}
diff --git a/examples/producer-consumer-demo/Cargo.toml b/examples/producer-consumer-demo/Cargo.toml
new file mode 100644
index 00000000..6c21b610
--- /dev/null
+++ b/examples/producer-consumer-demo/Cargo.toml
@@ -0,0 +1,16 @@
+[package]
+name = "producer-consumer-demo"
+version.workspace = true
+edition.workspace = true
+license.workspace = true
+description = "AimDB example demonstrating producer consumer creation based on a Tokio runtime"
+publish = false
+
+[features]
+default = ["std"]
+std = []
+
+[dependencies]
+aimdb-core = { path = "../../aimdb-core" }
+aimdb-tokio-adapter = { path = "../../aimdb-tokio-adapter" }
+tokio = { version = "1.43", features = ["full"] }
diff --git a/examples/producer-consumer-demo/src/main.rs b/examples/producer-consumer-demo/src/main.rs
new file mode 100644
index 00000000..eb536718
--- /dev/null
+++ b/examples/producer-consumer-demo/src/main.rs
@@ -0,0 +1,204 @@
+//! Producer-Consumer Pattern Demo
+//!
+//! This example demonstrates the unified Database API in AimDB,
+//! showing:
+//! - Type-safe record registration with TypeId
+//! - Self-registering records via RecordT trait
+//! - Cross-record communication via Emitter
+//! - Producer and consumer pipelines
+//! - Built-in call tracking and observability
+//!
+//! # Architecture
+//!
+//! ```text
+//! Messages (input) → Producer → Consumers → (may emit) → Alerts
+//!                                ↓
+//!                           UpperConsumer
+//!                           (if len > threshold)
+//!                                ↓
+//!                          Alerts (output)
+//! ```
+
+use aimdb_core::{Database, Emitter, RecordRegistrar, RecordT};
+use aimdb_tokio_adapter::{TokioAdapter, TokioDatabaseBuilder};
+use std::sync::Arc;
+
+/* ================== Record Types ================== */
+
+/// Represents incoming message data
+#[derive(Clone, Debug)]
+pub struct Messages(pub String);
+
+/// Represents alerts generated from messages
+#[derive(Clone, Debug)]
+pub struct Alerts(pub String);
+
+/* ================== Configuration ================== */
+
+/// Shared configuration for message processing
+#[derive(Clone)]
+pub struct SharedStringsCfg {
+    pub prefix: String,
+    pub alert_threshold_len: usize,
+}
+
+/// Configuration for message producer
+#[derive(Clone)]
+pub struct MsgProducer {
+    pub tag: String,
+    pub min_len: usize,
+}
+
+impl MsgProducer {
+    pub async fn run(&self, _em: &Emitter, msg: &Messages) {
+        if msg.0.len() < self.min_len {
+            println!("[drop] {}", msg.0);
+            return;
+        }
+        println!("[{}] {}", self.tag, msg.0);
+
+        // Simulate some async work
+        #[cfg(feature = "std")]
+        tokio::time::sleep(std::time::Duration::from_millis(10)).await;
+    }
+}
+
+/// Consumer that converts messages to uppercase
+#[derive(Clone)]
+pub struct UpperConsumer;
+
+impl UpperConsumer {
+    pub async fn run(&self, em: &Emitter, shared: Arc<SharedStringsCfg>, msg: &Messages) {
+        println!("{} [upper] {}", shared.prefix, msg.0.to_uppercase());
+
+        // Cross-emit: long messages raise an Alert
+        if msg.0.len() > shared.alert_threshold_len {
+            let _ = em.emit(Alerts(format!("[derived] {}", msg.0))).await;
+        }
+    }
+}
+
+/* ================== Self-Registering Records ================== */
+
+impl RecordT for Messages {
+    type Config = (Arc<SharedStringsCfg>, Arc<MsgProducer>, Arc<UpperConsumer>);
+
+    fn register<'a>(reg: &'a mut RecordRegistrar<'a, Self>, cfg: &Self::Config) {
+        let (shared, prod, upper) = cfg.clone();
+
+        // Clone for closures
+        let prod_for_producer = prod.clone();
+        let shared_for_consumer = shared.clone();
+        let upper_for_consumer = upper.clone();
+
+        // Use fluent API - chain the calls
+        let _ = reg
+            .producer(move |em, msg| {
+                let prod = prod_for_producer.clone();
+                async move {
+                    prod.run(&em, &msg).await;
+                }
+            })
+            .consumer(move |em, msg| {
+                let shared = shared_for_consumer.clone();
+                let upper = upper_for_consumer.clone();
+                async move {
+                    upper.run(&em, shared, &msg).await;
+                }
+            });
+    }
+}
+
+impl RecordT for Alerts {
+    type Config = Arc<SharedStringsCfg>;
+
+    fn register<'a>(reg: &'a mut RecordRegistrar<'a, Self>, cfg: &Self::Config) {
+        let shared_for_consumer = cfg.clone();
+
+        // Use fluent API - chain the calls
+        let _ = reg
+            .producer(move |_em, a| async move {
+                println!("[ALERT] {}", a.0);
+            })
+            .consumer(move |_em, a| {
+                let shared = shared_for_consumer.clone();
+                async move {
+                    println!("{} [sink] {}", shared.prefix, a.0);
+                }
+            });
+    }
+}
+
+/* ================== Main Demo ================== */
+
+#[tokio::main]
+async fn main() -> Result<(), Box<dyn std::error::Error>> {
+    println!("╔══════════════════════════════════════════════════════════╗");
+    println!("║     AimDB Producer-Consumer Pattern Demo (Tokio)         ║");
+    println!("╚══════════════════════════════════════════════════════════╝\n");
+
+    // Create configurations
+    let shared = Arc::new(SharedStringsCfg {
+        prefix: "[STR]".into(),
+        alert_threshold_len: 10,
+    });
+    let prod = Arc::new(MsgProducer {
+        tag: "[sensor-A]".into(),
+        min_len: 3,
+    });
+    let upper = Arc::new(UpperConsumer);
+
+    println!("✓ Configuration created");
+
+    // Build database with self-registering records using the unified API
+    println!("Building database with type-safe records...");
+    let db = Database::<TokioAdapter>::builder()
+        .record::<Messages>(&(shared.clone(), prod.clone(), upper.clone()))
+        .record::<Alerts>(&shared)
+        .build()?;
+    println!("✓ Database built successfully");
+
+    println!("━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━");
+    println!("Emitting messages (data flows through pipeline):");
+
+    // Emit some messages - these will flow through the producer-consumer pipeline
+    db.produce(Messages("hi".into())).await?;
+    println!();
+
+    db.produce(Messages("hello".into())).await?;
+    println!();
+
+    db.produce(Messages("this one is definitely long".into()))
+        .await?;
+    println!();
+
+    // Give async tasks time to complete
+    tokio::time::sleep(std::time::Duration::from_millis(100)).await;
+
+    println!("━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━");
+    println!("Inspecting call statistics:");
+
+    // Inspect producer statistics
+    if let Some((calls, last)) = db.producer_stats::<Messages>() {
+        println!("📊 Messages producer:");
+        println!("   • Calls: {}", calls);
+        println!("   • Last:  {:?}", last);
+    }
+
+    // Inspect consumer statistics
+    let consumers = db.consumer_stats::<Messages>();
+    for (i, (calls, last)) in consumers.into_iter().enumerate() {
+        println!("\n📊 Messages consumer #{}:", i + 1);
+        println!("   • Calls: {}", calls);
+        println!("   • Last:  {:?}", last);
+    }
+
+    // Inspect Alerts producer stats
+    if let Some((calls, last)) = db.producer_stats::<Alerts>() {
+        println!("\n📊 Alerts producer:");
+        println!("   • Calls: {}", calls);
+        println!("   • Last:  {:?}", last);
+    }
+
+    Ok(())
+}
diff --git a/examples/quickstart.rs b/examples/quickstart.rs
deleted file mode 100644
index 8240ec77..00000000
--- a/examples/quickstart.rs
+++ /dev/null
@@ -1,27 +0,0 @@
-//! AimDB Quick Start Example
-//!
-//! This is a simple demonstration of AimDB concepts.
-//! Run with: cargo run --example quickstart
-
-fn main() {
-    println!("🚀 AimDB QuickStart Demo");
-    println!("======================");
-
-    println!("📡 Initializing AimDB in-memory database...");
-    println!("✅ Database initialized");
-
-    println!("\n🏭 Simulating MCU device data:");
-    for i in 1..=3 {
-        println!("  📊 MCU Device #{} - Temperature: {}°C", i, 20 + i * 2);
-    }
-
-    println!("\n🌐 Edge gateway processing:");
-    println!("  🔄 Processing sensor data...");
-    println!("  📈 Average temperature: 24°C");
-
-    println!("\n☁️  Cloud synchronization:");
-    println!("  📤 Data uploaded to cloud");
-    println!("  ✅ All devices synchronized");
-
-    println!("\n✨ Demo completed! AimDB keeps MCU → edge → cloud in sync.");
-}
diff --git a/examples/shared/Cargo.toml b/examples/shared/Cargo.toml
new file mode 100644
index 00000000..b81d4714
--- /dev/null
+++ b/examples/shared/Cargo.toml
@@ -0,0 +1,22 @@
+[package]
+name = "aimdb-examples-shared"
+version.workspace = true
+edition.workspace = true
+license.workspace = true
+description = "Shared code for AimDB examples and demos"
+publish = false
+
+[features]
+default = ["std"]
+std = ["aimdb-core/std", "aimdb-executor/std"]
+embassy-runtime = [
+    "aimdb-core/embassy-runtime",
+    "aimdb-executor/embassy-types",
+    "dep:defmt",
+]
+tokio-runtime = ["std", "aimdb-core/tokio-runtime"]
+
+[dependencies]
+aimdb-core = { path = "../../aimdb-core", default-features = false }
+aimdb-executor = { path = "../../aimdb-executor", default-features = false }
+defmt = { version = "0.3", optional = true }
diff --git a/examples/shared/src/lib.rs b/examples/shared/src/lib.rs
new file mode 100644
index 00000000..a970fd60
--- /dev/null
+++ b/examples/shared/src/lib.rs
@@ -0,0 +1,91 @@
+//! Shared service implementations for AimDB examples
+//!
+//! These services are runtime-agnostic and can be used with any Runtime implementation
+//! (TokioAdapter, EmbassyAdapter, etc.)
+//!
+
+#![cfg_attr(not(feature = "std"), no_std)]
+
+use aimdb_core::{DbResult, RuntimeContext};
+use aimdb_executor::Runtime;
+
+/// Background data processing service
+///
+/// Demonstrates runtime-agnostic service that processes data in batches.
+/// Generic over any Runtime implementation.
+///
+/// This service demonstrates the clean accessor API:
+/// - Store accessors at the beginning: `let log = ctx.log(); let time = ctx.time();`
+/// - Use them throughout the service for clean, efficient code
+pub async fn data_processor_service<R: Runtime>(ctx: RuntimeContext<R>) -> DbResult<()> {
+    // Store accessors for reuse throughout the service
+    let log = ctx.log();
+    let time = ctx.time();
+
+    log.info("🚀 Data processor service started");
+
+    for i in 1..=5 {
+        match i {
+            1 => log.info("📊 Processing batch 1/5"),
+            2 => log.info("📊 Processing batch 2/5"),
+            3 => log.info("📊 Processing batch 3/5"),
+            4 => log.info("📊 Processing batch 4/5"),
+            5 => log.info("📊 Processing batch 5/5"),
+            _ => {}
+        }
+
+        // Clean time operations using stored accessor
+        time.sleep(time.millis(200)).await;
+
+        match i {
+            1 => log.info("✅ Batch 1 completed"),
+            2 => log.info("✅ Batch 2 completed"),
+            3 => log.info("✅ Batch 3 completed"),
+            4 => log.info("✅ Batch 4 completed"),
+            5 => log.info("✅ Batch 5 completed"),
+            _ => {}
+        }
+    }
+
+    log.info("🏁 Data processor service completed");
+
+    Ok(())
+}
+
+/// Monitoring and health check service
+///
+/// Demonstrates runtime-agnostic service that performs periodic health checks.
+/// Measures timing using the runtime context.
+///
+/// This service demonstrates the clean accessor API with timing measurements.
+/// Accessors are stored once and reused throughout the service.
+pub async fn monitoring_service<R: Runtime>(ctx: RuntimeContext<R>) -> DbResult<()> {
+    // Store accessors at the beginning for clean, efficient code
+    let log = ctx.log();
+    let time = ctx.time();
+
+    log.info("📈 Monitoring service started");
+
+    for i in 1..=3 {
+        let start_time = time.now();
+
+        match i {
+            1 => log.info("🔍 Health check 1/3"),
+            2 => log.info("🔍 Health check 2/3"),
+            3 => log.info("🔍 Health check 3/3"),
+            _ => {}
+        }
+
+        // Clean time operations using stored accessor
+        time.sleep(time.millis(150)).await;
+
+        let end_time = time.now();
+        let _duration = time.duration_since(end_time, start_time).unwrap();
+
+        log.info("💚 System healthy");
+    }
+
+    log.info("📈 Monitoring service completed");
+
+    Ok(())
+}
diff --git a/examples/tokio-runtime-demo/Cargo.toml b/examples/tokio-runtime-demo/Cargo.toml
new file mode 100644
index 00000000..ae445db6
--- /dev/null
+++ b/examples/tokio-runtime-demo/Cargo.toml
@@ -0,0 +1,32 @@
+[package]
+name = "aimdb-tokio-demo"
+version.workspace = true
+edition.workspace = true
+license.workspace = true
+description = "AimDB example demonstrating Tokio runtime integration"
+publish = false
+
+[features]
+default = ["tokio-runtime"]
+tokio-runtime = []
+embassy-runtime = []
+
+[dependencies]
+# Shared examples library
+aimdb-examples-shared = { path = "../shared", features = [
+    "std",
+    "tokio-runtime",
+] }
+
+# Core AimDB dependencies
+aimdb-core = { path = "../../aimdb-core", features = ["std", "tokio-runtime"] }
+aimdb-executor = { path = "../../aimdb-executor", features = ["std"] }
+aimdb-tokio-adapter = { path = "../../aimdb-tokio-adapter", features = [
+    "tokio-runtime",
+    "tracing",
+] }
+# aimdb-macros = { path = "../../aimdb-macros", features = ["tokio-runtime"] } # No longer used
+
+# Tokio runtime
+tokio = { workspace = true, features = ["full"] }
+tracing = { workspace = true }
diff --git a/examples/tokio-runtime-demo/src/main.rs b/examples/tokio-runtime-demo/src/main.rs
new file mode 100644
index 00000000..4e628cf5
--- /dev/null
+++ b/examples/tokio-runtime-demo/src/main.rs
@@ -0,0 +1,54 @@
+//! Example demonstrating full AimDB service integration with unified API
+
+use aimdb_core::{Database, DbResult, RuntimeContext};
+use aimdb_executor::Runtime;
+use aimdb_tokio_adapter::{TokioAdapter, TokioDatabaseBuilder};
+use std::time::Duration;
+
+// These wrap the shared implementations for clean separation
+async fn data_processor_service<R: Runtime>(ctx: RuntimeContext<R>) -> DbResult<()> {
+    aimdb_examples_shared::data_processor_service(ctx).await
+}
+
+async fn monitoring_service<R: Runtime>(ctx: RuntimeContext<R>) -> DbResult<()> {
+    aimdb_examples_shared::monitoring_service(ctx).await
+}
+
+#[tokio::main]
+async fn main() -> DbResult<()> {
+    println!("🔧 Setting up AimDB with Tokio runtime...");
+
+    // Create database using the new unified builder API
+    let db = Database::<TokioAdapter>::builder().build()?;
+
+    println!("✅ AimDB database created successfully");
+
+    // Get runtime context for services
+    let ctx = db.context();
+
+    println!("\n🎯 Spawning services with unified API:");
+
+    // Spawn services using the unified spawn() method
+    // This works the same way across both Tokio and Embassy!
+    let ctx1 = ctx.clone();
+    db.spawn(async move {
+        if let Err(e) = data_processor_service(ctx1).await {
+            eprintln!("Data processor error: {:?}", e);
+        }
+    })?;
+
+    let ctx2 = ctx.clone();
+    db.spawn(async move {
+        if let Err(e) = monitoring_service(ctx2).await {
+            eprintln!("Monitoring service error: {:?}", e);
+        }
+    })?;
+
+    println!("\n⚡ Services spawned successfully!");
+
+    // Give the services some time to run
+    tokio::time::sleep(Duration::from_secs(2)).await;
+
+    println!("\n🎉 All services completed successfully!");
+    Ok(())
+}
diff --git a/rustfmt.toml b/rustfmt.toml
new file mode 100644
index 00000000..556f3407
--- /dev/null
+++ b/rustfmt.toml
@@ -0,0 +1,4 @@
+# AimDB rustfmt configuration
+
+# Standard formatting rules
+edition = "2024"