diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 683a81a..b7b8e0b 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -17,7 +17,7 @@ jobs:
         with:
           version: "0.12.3"
           enable-cache: true
-      - run: uv sync --locked --dev --extra braintrust
+      - run: uv sync --locked --dev
       - run: uv run ruff format --check .
       - run: uv run ruff check .
       - run: uv run ty check
diff --git a/README.md b/README.md
index b2c2a31..febba85 100644
--- a/README.md
+++ b/README.md
@@ -36,42 +36,6 @@ The backend supports task environments defined by either:
 
 CPU, memory, and storage values map to Hypeman vCPUs, base memory, and writable overlay size. Harbor `public` and `no-network` modes map to attached and detached Hypeman networking.
 
-## Braintrust reporting
-
-Install the official Braintrust integration with the backend:
-
-```bash
-uv tool install harbor \
-  --with harbor-hypeman \
-  --with 'braintrust>=0.33.0'
-```
-
-Then add the official Harbor plugin to a run:
-
-```bash
-harbor run \
-  --dataset ./tasks \
-  --agent codex \
-  --model openai/gpt-5.6 \
-  --env harbor_hypeman:HypemanEnvironment \
-  --plugin braintrust
-```
-
-Set the Braintrust credentials required by your project before running the command.
-
-This repository includes two pinned `kernel-mcp-server` tasks for reproducible backend and reporting checks:
-
-```bash
-harbor run \
-  --dataset ./evals/kernel-mcp-server \
-  --agent codex \
-  --model openai/gpt-5.6 \
-  --env harbor_hypeman:HypemanEnvironment \
-  --plugin braintrust
-```
-
-The tasks start from fixed source commits and use focused hidden Bun tests for browser-region forwarding and MCP client-capability parsing.
-
 ## Behavior
 
 - Dockerfile builds are cached by Harbor environment content hash and rebuilt with `--force-build`.
diff --git a/evals/kernel-mcp-server/browser-region/environment/Dockerfile b/evals/kernel-mcp-server/browser-region/environment/Dockerfile
deleted file mode 100644
index 9cdeb6f..0000000
--- a/evals/kernel-mcp-server/browser-region/environment/Dockerfile
+++ /dev/null
@@ -1,11 +0,0 @@
-FROM oven/bun:1.3.3-debian
-
-RUN apt-get update \
-    && apt-get install -y --no-install-recommends git ca-certificates \
-    && rm -rf /var/lib/apt/lists/*
-
-WORKDIR /workspace
-RUN git clone https://github.com/kernel/kernel-mcp-server.git . \
-    && git checkout --detach 2d98491389b6a129fec797e0f35c6b5e4ab9d695 \
-    && rm -rf .git \
-    && bun install --frozen-lockfile
diff --git a/evals/kernel-mcp-server/browser-region/instruction.md b/evals/kernel-mcp-server/browser-region/instruction.md
deleted file mode 100644
index f7ba4a9..0000000
--- a/evals/kernel-mcp-server/browser-region/instruction.md
+++ /dev/null
@@ -1,12 +0,0 @@
-Add an optional `region` parameter to the `manage_browsers` MCP tool.
-
-Requirements:
-
-- Accept only `us-east` or `eu-west`.
-- For `action: "create"`, forward `region` to `client.browsers.create`.
-- For `action: "list"`, forward `region` to `client.browsers.list`.
-- Do not pass `region` to unrelated actions.
-- Document in the schema that the region is fixed after browser creation and that listing uses it as a filter.
-- Add focused tests for create and list forwarding.
-
-Work in `/workspace`. Run the relevant Bun tests before finishing.
diff --git a/evals/kernel-mcp-server/browser-region/task.toml b/evals/kernel-mcp-server/browser-region/task.toml
deleted file mode 100644
index c4d29da..0000000
--- a/evals/kernel-mcp-server/browser-region/task.toml
+++ /dev/null
@@ -1,27 +0,0 @@
-schema_version = "1.1"
-
-[task]
-name = "kernel-mcp-server/browser-region"
-description = "Add browser-region support to the Kernel MCP server"
-authors = [{ name = "Kernel" }]
-keywords = ["mcp", "typescript", "kernel"]
-
-[agent]
-timeout_sec = 900.0
-
-[verifier]
-timeout_sec = 300.0
-
-[environment]
-build_timeout_sec = 900.0
-cpus = 2
-memory_mb = 4096
-storage_mb = 10240
-network_mode = "public"
-workdir = "/workspace"
-
-[environment.env]
-
-[verifier.env]
-
-[solution.env]
diff --git a/evals/kernel-mcp-server/browser-region/tests/browser-region.test.ts b/evals/kernel-mcp-server/browser-region/tests/browser-region.test.ts
deleted file mode 100644
index d5220da..0000000
--- a/evals/kernel-mcp-server/browser-region/tests/browser-region.test.ts
+++ /dev/null
@@ -1,85 +0,0 @@
-/// <reference types="bun-types" />
-
-import { describe, expect, test } from "bun:test";
-import { connectTestMcp, toolResultJSON } from "@/lib/mcp/mcp-test-fixtures";
-import { registerBrowserCapabilities } from "@/lib/mcp/tools/browsers";
-
-describe("manage_browsers region", () => {
-  test("forwards region only for create and list", async () => {
-    const createCalls: unknown[] = [];
-    const listCalls: unknown[] = [];
-    const getCalls: unknown[] = [];
-    const kernelClient = {
-      browsers: {
-        create: async (params: unknown) => {
-          createCalls.push(params);
-          return { session_id: "brr_created" };
-        },
-        list: async (params: unknown) => {
-          listCalls.push(params);
-          return {
-            getPaginatedItems: () => [{ session_id: "brr_eu" }],
-            has_more: false,
-            next_offset: null,
-          };
-        },
-        retrieve: async (sessionId: string) => {
-          getCalls.push(sessionId);
-          return { session_id: sessionId };
-        },
-      },
-    };
-    const { client, close } = await connectTestMcp(
-      registerBrowserCapabilities,
-      kernelClient,
-    );
-
-    try {
-      const created = toolResultJSON(
-        await client.callTool({
-          name: "manage_browsers",
-          arguments: { action: "create", region: "eu-west", stealth: true },
-        }),
-      );
-      expect(createCalls).toEqual([{ stealth: true, region: "eu-west" }]);
-      expect(created.browser.session_id).toBe("brr_created");
-
-      const listed = toolResultJSON(
-        await client.callTool({
-          name: "manage_browsers",
-          arguments: { action: "list", region: "eu-west", limit: 5 },
-        }),
-      );
-      expect(listCalls).toEqual([{ region: "eu-west", limit: 5 }]);
-      expect(listed.items).toEqual([{ session_id: "brr_eu" }]);
-
-      await client.callTool({
-        name: "manage_browsers",
-        arguments: {
-          action: "get",
-          session_id: "brr_created",
-          region: "eu-west",
-        },
-      });
-      expect(getCalls).toEqual(["brr_created"]);
-    } finally {
-      await close();
-    }
-  });
-
-  test("rejects unknown regions", async () => {
-    const { client, close } = await connectTestMcp(
-      registerBrowserCapabilities,
-      { browsers: {} },
-    );
-    try {
-      const result = await client.callTool({
-        name: "manage_browsers",
-        arguments: { action: "list", region: "moon-1" },
-      });
-      expect(result.isError).toBe(true);
-    } finally {
-      await close();
-    }
-  });
-});
diff --git a/evals/kernel-mcp-server/browser-region/tests/test.sh b/evals/kernel-mcp-server/browser-region/tests/test.sh
deleted file mode 100755
index 0ce4089..0000000
--- a/evals/kernel-mcp-server/browser-region/tests/test.sh
+++ /dev/null
@@ -1,13 +0,0 @@
-#!/usr/bin/env bash
-set -u
-mkdir -p /logs/verifier
-cp /tests/browser-region.test.ts /workspace/src/lib/mcp/tools/harbor-browser-region.test.ts
-cd /workspace
-bun test src/lib/mcp/tools/harbor-browser-region.test.ts 2>&1 | tee /logs/verifier/test-output.txt
-status=${PIPESTATUS[0]}
-if [ "$status" -eq 0 ]; then
-  echo 1 > /logs/verifier/reward.txt
-else
-  echo 0 > /logs/verifier/reward.txt
-fi
-exit "$status"
diff --git a/evals/kernel-mcp-server/client-capabilities/environment/Dockerfile b/evals/kernel-mcp-server/client-capabilities/environment/Dockerfile
deleted file mode 100644
index 8cc3c04..0000000
--- a/evals/kernel-mcp-server/client-capabilities/environment/Dockerfile
+++ /dev/null
@@ -1,11 +0,0 @@
-FROM oven/bun:1.3.3-debian
-
-RUN apt-get update \
-    && apt-get install -y --no-install-recommends git ca-certificates \
-    && rm -rf /var/lib/apt/lists/*
-
-WORKDIR /workspace
-RUN git clone https://github.com/kernel/kernel-mcp-server.git . \
-    && git checkout --detach 5914b5ab53c4ecc40ce6eab819ca5cfba74a9a56 \
-    && rm -rf .git \
-    && bun install --frozen-lockfile
diff --git a/evals/kernel-mcp-server/client-capabilities/instruction.md b/evals/kernel-mcp-server/client-capabilities/instruction.md
deleted file mode 100644
index afd57a7..0000000
--- a/evals/kernel-mcp-server/client-capabilities/instruction.md
+++ /dev/null
@@ -1,13 +0,0 @@
-Centralize parsing of client-declared MCP capabilities and use it in the MCP Apps gate.
-
-Create `src/lib/mcp/client-capabilities.ts` with:
-
-- constants for the official Apps, Tasks, OAuth Client Credentials, and Enterprise Managed Authorization extension identifiers
-- `isRecord(value)` for non-array objects
-- `initializeClientCapabilities(body)` that accepts only a valid `initialize` request with an object capability map
-- `clientDeclaresExtension(capabilities, extension)` that counts an extension only when its settings are an object
-- `clientElicitationModes(capabilities)` that returns normalized `supportsFormMode` and `supportsUrlMode` booleans and rejects malformed mode settings
-
-Update `mcp-apps-gate.ts` to use the shared parser and re-export the Apps extension constant. Preserve the existing Redis fallback behavior.
-
-Work in `/workspace`. Run the focused Bun tests before finishing.
diff --git a/evals/kernel-mcp-server/client-capabilities/task.toml b/evals/kernel-mcp-server/client-capabilities/task.toml
deleted file mode 100644
index 30ef5ed..0000000
--- a/evals/kernel-mcp-server/client-capabilities/task.toml
+++ /dev/null
@@ -1,27 +0,0 @@
-schema_version = "1.1"
-
-[task]
-name = "kernel-mcp-server/client-capabilities"
-description = "Centralize MCP client-capability parsing"
-authors = [{ name = "Kernel" }]
-keywords = ["mcp", "typescript", "kernel"]
-
-[agent]
-timeout_sec = 900.0
-
-[verifier]
-timeout_sec = 300.0
-
-[environment]
-build_timeout_sec = 900.0
-cpus = 2
-memory_mb = 4096
-storage_mb = 10240
-network_mode = "public"
-workdir = "/workspace"
-
-[environment.env]
-
-[verifier.env]
-
-[solution.env]
diff --git a/evals/kernel-mcp-server/client-capabilities/tests/client-capabilities.test.ts b/evals/kernel-mcp-server/client-capabilities/tests/client-capabilities.test.ts
deleted file mode 100644
index 5a7fbe1..0000000
--- a/evals/kernel-mcp-server/client-capabilities/tests/client-capabilities.test.ts
+++ /dev/null
@@ -1,99 +0,0 @@
-/// <reference types="bun-types" />
-
-import { describe, expect, test } from "bun:test";
-import {
-  clientDeclaresExtension,
-  clientElicitationModes,
-  initializeClientCapabilities,
-  isRecord,
-  MCP_APPS_EXTENSION,
-  MCP_ENTERPRISE_MANAGED_AUTHORIZATION_EXTENSION,
-  MCP_OAUTH_CLIENT_CREDENTIALS_EXTENSION,
-  MCP_TASKS_EXTENSION,
-} from "@/lib/mcp/client-capabilities";
-import { initializeDeclaresMcpApps } from "@/lib/mcp/tools/mcp-apps-gate";
-
-describe("client capability parsing", () => {
-  test("extracts only object capabilities from initialize", () => {
-    const capabilities = { sampling: {}, extensions: {} };
-    expect(
-      initializeClientCapabilities({
-        method: "initialize",
-        params: { capabilities },
-      }),
-    ).toBe(capabilities);
-    expect(initializeClientCapabilities({ method: "tools/list" })).toBeNull();
-    expect(
-      initializeClientCapabilities({
-        method: "initialize",
-        params: { capabilities: [] },
-      }),
-    ).toBeNull();
-  });
-
-  test("requires extension settings to be objects", () => {
-    expect(
-      clientDeclaresExtension(
-        { extensions: { [MCP_APPS_EXTENSION]: {} } },
-        MCP_APPS_EXTENSION,
-      ),
-    ).toBe(true);
-    for (const invalid of [true, "enabled", [], null]) {
-      expect(
-        clientDeclaresExtension(
-          { extensions: { [MCP_APPS_EXTENSION]: invalid } },
-          MCP_APPS_EXTENSION,
-        ),
-      ).toBe(false);
-    }
-  });
-
-  test("normalizes form and URL elicitation modes", () => {
-    expect(clientElicitationModes({ elicitation: { form: {} } })).toEqual({
-      supportsFormMode: true,
-      supportsUrlMode: false,
-    });
-    expect(clientElicitationModes({ elicitation: { url: {} } })).toEqual({
-      supportsFormMode: false,
-      supportsUrlMode: true,
-    });
-    expect(
-      clientElicitationModes({ elicitation: { form: {}, url: {} } }),
-    ).toEqual({ supportsFormMode: true, supportsUrlMode: true });
-    expect(
-      clientElicitationModes({ elicitation: { form: true, url: [] } }),
-    ).toEqual({ supportsFormMode: false, supportsUrlMode: false });
-  });
-
-  test("exports the official extension identifiers", () => {
-    expect(MCP_APPS_EXTENSION).toBe("io.modelcontextprotocol/ui");
-    expect(MCP_TASKS_EXTENSION).toBe("io.modelcontextprotocol/tasks");
-    expect(MCP_OAUTH_CLIENT_CREDENTIALS_EXTENSION).toBe(
-      "io.modelcontextprotocol/oauth-client-credentials",
-    );
-    expect(MCP_ENTERPRISE_MANAGED_AUTHORIZATION_EXTENSION).toBe(
-      "io.modelcontextprotocol/enterprise-managed-authorization",
-    );
-    expect(isRecord({})).toBe(true);
-    expect(isRecord([])).toBe(false);
-  });
-
-  test("uses strict extension parsing in the MCP Apps initialize gate", () => {
-    expect(
-      initializeDeclaresMcpApps({
-        method: "initialize",
-        params: {
-          capabilities: { extensions: { [MCP_APPS_EXTENSION]: {} } },
-        },
-      }),
-    ).toBe(true);
-    expect(
-      initializeDeclaresMcpApps({
-        method: "initialize",
-        params: {
-          capabilities: { extensions: { [MCP_APPS_EXTENSION]: true } },
-        },
-      }),
-    ).toBe(false);
-  });
-});
diff --git a/evals/kernel-mcp-server/client-capabilities/tests/test.sh b/evals/kernel-mcp-server/client-capabilities/tests/test.sh
deleted file mode 100755
index bfadd17..0000000
--- a/evals/kernel-mcp-server/client-capabilities/tests/test.sh
+++ /dev/null
@@ -1,13 +0,0 @@
-#!/usr/bin/env bash
-set -u
-mkdir -p /logs/verifier
-cp /tests/client-capabilities.test.ts /workspace/src/lib/mcp/harbor-client-capabilities.test.ts
-cd /workspace
-bun test src/lib/mcp/harbor-client-capabilities.test.ts 2>&1 | tee /logs/verifier/test-output.txt
-status=${PIPESTATUS[0]}
-if [ "$status" -eq 0 ]; then
-  echo 1 > /logs/verifier/reward.txt
-else
-  echo 0 > /logs/verifier/reward.txt
-fi
-exit "$status"
diff --git a/pyproject.toml b/pyproject.toml
index 01815c9..86702a3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -13,9 +13,6 @@ dependencies = [
   "pathspec>=1.0.3",
 ]
 
-[project.optional-dependencies]
-braintrust = ["braintrust>=0.33.0"]
-
 [dependency-groups]
 dev = [
   "pytest>=8.4.2",
diff --git a/uv.lock b/uv.lock
index 2a9d8c7..9a264fa 100644
--- a/uv.lock
+++ b/uv.lock
@@ -164,27 +164,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/64/b4/17d4b0b2a2dc85a6df63d1157e028ed19f90d4cd97c36717afef2bc2f395/attrs-26.1.0-py3-none-any.whl", hash = "sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309", size = 67548, upload-time = "2026-03-19T14:22:23.645Z" },
 ]
 
-[[package]]
-name = "braintrust"
-version = "0.34.0"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "chevron" },
-    { name = "exceptiongroup" },
-    { name = "jsonschema" },
-    { name = "packaging" },
-    { name = "python-slugify" },
-    { name = "requests" },
-    { name = "sseclient-py" },
-    { name = "tqdm" },
-    { name = "typing-extensions" },
-    { name = "wrapt" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/e4/90/7048758ddd226aac6097e67df67309a3906cb1ba218fe405635731cfa102/braintrust-0.34.0.tar.gz", hash = "sha256:fd66a1eeec2fd912f7ac04faf4f0f508aaa2d03baf36390a18389d3983e7a85c", size = 833512, upload-time = "2026-08-17T19:29:22.572Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/e5/d7/7847337ccde8494556d1df68864c2f63587ecbd37d9b50569e292903d461/braintrust-0.34.0-py3-none-any.whl", hash = "sha256:790725f5775dc6c7247e1c59d983f2681b02d4754d818009a326668faf36a039", size = 970254, upload-time = "2026-08-17T19:29:20.98Z" },
-]
-
 [[package]]
 name = "certifi"
 version = "2026.7.22"
@@ -410,15 +389,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/cc/61/d01fc49b8dea277640b55a9e15960dbca9fdc8c9fde18e572d39c59f4019/charset_normalizer-3.5.1-py3-none-any.whl", hash = "sha256:6df0ec430f9a831772c23ca5a224cba36517a58a84bb32c32bb59a9fa67c47f6", size = 68658, upload-time = "2026-08-15T08:20:43.306Z" },
 ]
 
-[[package]]
-name = "chevron"
-version = "0.14.0"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/15/1f/ca74b65b19798895d63a6e92874162f44233467c9e7c1ed8afd19016ebe9/chevron-0.14.0.tar.gz", hash = "sha256:87613aafdf6d77b6a90ff073165a61ae5086e21ad49057aa0e53681601800ebf", size = 11440, upload-time = "2021-01-02T22:47:59.233Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/52/93/342cc62a70ab727e093ed98e02a725d85b746345f05d2b5e5034649f4ec8/chevron-0.14.0-py3-none-any.whl", hash = "sha256:fbf996a709f8da2e745ef763f482ce2d311aa817d287593a5b990d6d6e4f0443", size = 11595, upload-time = "2021-01-02T22:47:57.847Z" },
-]
-
 [[package]]
 name = "click"
 version = "8.4.2"
@@ -532,18 +502,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/7a/6c/79cd5bc1b880d8c1a9a5550aa8dacd57353fa3bb2457227e1fb47383eb49/dockerfile_parse-2.0.1-py2.py3-none-any.whl", hash = "sha256:bdffd126d2eb26acf1066acb54cb2e336682e1d72b974a40894fac76a4df17f6", size = 14845, upload-time = "2023-07-18T13:36:06.052Z" },
 ]
 
-[[package]]
-name = "exceptiongroup"
-version = "1.3.1"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/50/79/66800aadf48771f6b62f7eb014e352e5d06856655206165d775e675a02c9/exceptiongroup-1.3.1.tar.gz", hash = "sha256:8b412432c6055b0b7d14c310000ae93352ed6754f70fa8f7c34141f91c4e3219", size = 30371, upload-time = "2025-11-21T23:01:54.787Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/8a/0e/97c33bf5009bdbac74fd2beace167cab3f978feb69cc36f1ef79360d6c4e/exceptiongroup-1.3.1-py3-none-any.whl", hash = "sha256:a7a39a3bd276781e98394987d3a5701d0c4edffb633bb7a5144577f82c773598", size = 16740, upload-time = "2025-11-21T23:01:53.443Z" },
-]
-
 [[package]]
 name = "fastapi"
 version = "0.141.1"
@@ -773,11 +731,6 @@ dependencies = [
     { name = "pathspec" },
 ]
 
-[package.optional-dependencies]
-braintrust = [
-    { name = "braintrust" },
-]
-
 [package.dev-dependencies]
 dev = [
     { name = "pytest" },
@@ -788,13 +741,11 @@ dev = [
 
 [package.metadata]
 requires-dist = [
-    { name = "braintrust", marker = "extra == 'braintrust'", specifier = ">=0.33.0" },
     { name = "dockerfile-parse", specifier = ">=2.0.1" },
     { name = "harbor", specifier = ">=0.21.0,<0.22" },
     { name = "hypeman", specifier = ">=0.1.0,<0.2" },
     { name = "pathspec", specifier = ">=1.0.3" },
 ]
-provides-extras = ["braintrust"]
 
 [package.metadata.requires-dev]
 dev = [
@@ -1605,18 +1556,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/0d/17/c5c6b53ddc18f297992099b3d9ec16c855c0ccc83263a21fe4d1c625ec6c/python_dotenv-1.2.3-py3-none-any.whl", hash = "sha256:904552145e8bfed22162c09dab1c2b9b54fefa7b23ba780f4f26ca0316b0f0d9", size = 22780, upload-time = "2026-08-16T16:54:52.473Z" },
 ]
 
-[[package]]
-name = "python-slugify"
-version = "8.0.4"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "text-unidecode" },
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