diff --git a/capabilities/ai-red-teaming/capability.yaml b/capabilities/ai-red-teaming/capability.yaml
index 21cebdb..65fd2ef 100644
--- a/capabilities/ai-red-teaming/capability.yaml
+++ b/capabilities/ai-red-teaming/capability.yaml
@@ -1,6 +1,6 @@
 schema: 1
 name: ai-red-teaming
-version: "1.2.0"
+version: "1.2.1"
 description: >
   Probe the security and safety of AI applications, agents, and foundation models.
   Orchestrates adversarial attack workflows to discover vulnerabilities in LLMs,
diff --git a/capabilities/ai-red-teaming/scripts/attack_runner.py b/capabilities/ai-red-teaming/scripts/attack_runner.py
index 29c6d34..632590a 100644
--- a/capabilities/ai-red-teaming/scripts/attack_runner.py
+++ b/capabilities/ai-red-teaming/scripts/attack_runner.py
@@ -20,6 +20,8 @@
 import time
 from pathlib import Path
 
+from dreadnode.app.env import resolve_python_executable
+
 WORKFLOWS_DIR = Path(
     os.environ.get(
         "AIRT_WORKFLOWS_DIR",
@@ -79,8 +81,10 @@ def _auto_execute_workflow(filename: str, timeout: int = 540) -> str:
         return "\n[AUTO-EXECUTE] Syntax error in generated script: {} (line {})".format(e.msg, e.lineno)
 
     try:
+        python_executable = resolve_python_executable()
+        print(f"[INFO] Executing workflow with Python: {python_executable}", file=sys.stderr)
         result = subprocess.run(
-            [sys.executable, str(filepath)],
+            [python_executable, str(filepath)],
             cwd=str(WORKFLOWS_DIR.parent),
             capture_output=True,
             text=True,
diff --git a/capabilities/ai-red-teaming/scripts/workflow_helper.py b/capabilities/ai-red-teaming/scripts/workflow_helper.py
index d787ef2..bc42b64 100644
--- a/capabilities/ai-red-teaming/scripts/workflow_helper.py
+++ b/capabilities/ai-red-teaming/scripts/workflow_helper.py
@@ -13,6 +13,8 @@
 import time
 from pathlib import Path
 
+from dreadnode.app.env import resolve_python_executable
+
 WORKFLOWS_DIR = Path(
     os.environ.get(
         "AIRT_WORKFLOWS_DIR",
@@ -118,8 +120,10 @@ def execute_workflow(params: dict) -> dict:
     timeout = min(timeout, 600)  # Max 10 minutes
 
     try:
+        python_executable = resolve_python_executable()
+        print(f"[INFO] Executing workflow with Python: {python_executable}", file=sys.stderr)
         result = subprocess.run(
-            [sys.executable, str(filepath)],
+            [python_executable, str(filepath)],
             cwd=str(WORKFLOWS_DIR.parent),
             capture_output=True,
             text=True,
diff --git a/capabilities/ai-red-teaming/tests/test_attack_runner.py b/capabilities/ai-red-teaming/tests/test_attack_runner.py
index 8570da7..bf8b6e0 100644
--- a/capabilities/ai-red-teaming/tests/test_attack_runner.py
+++ b/capabilities/ai-red-teaming/tests/test_attack_runner.py
@@ -16,6 +16,8 @@
 
 import pytest
 
+from dreadnode.app.env import resolve_python_executable
+
 # ---------------------------------------------------------------------------
 # Load attack_runner as a module (it's not a package, just a script)
 # ---------------------------------------------------------------------------
@@ -39,8 +41,10 @@ def _generate(params: dict) -> dict:
     """Call attack_runner via subprocess and return JSON result."""
     payload = json.dumps({"name": "generate_attack", "parameters": params})
     env = {**os.environ, "DREADNODE_WORKSPACE_DIR": "/tmp/airt_test"}
+    python_executable = resolve_python_executable()
+    print(f"[INFO] Running test with Python: {python_executable}", file=sys.stderr)
     result = subprocess.run(
-        [sys.executable, str(RUNNER_PATH)],
+        [python_executable, str(RUNNER_PATH)],
         input=payload,
         capture_output=True,
         text=True,
diff --git a/capabilities/ai-red-teaming/tools/attacks.py b/capabilities/ai-red-teaming/tools/attacks.py
index 93b61c0..9601fbd 100644
--- a/capabilities/ai-red-teaming/tools/attacks.py
+++ b/capabilities/ai-red-teaming/tools/attacks.py
@@ -18,6 +18,7 @@
 from pathlib import Path
 
 from dreadnode.agents.tools import tool
+from dreadnode.app.env import resolve_python_executable
 
 _RUNNER_SCRIPT = Path(__file__).parent.parent / "scripts" / "attack_runner.py"
 
@@ -26,8 +27,10 @@ def _call_runner(name: str, params: dict) -> str:
     """Call attack_runner.py via subprocess with JSON dispatch."""
     payload = json.dumps({"name": name, "parameters": params})
     try:
+        python_executable = resolve_python_executable()
+        print(f"[INFO] Executing attack runner with Python: {python_executable}", file=sys.stderr)
         result = subprocess.run(
-            [sys.executable, str(_RUNNER_SCRIPT)],
+            [python_executable, str(_RUNNER_SCRIPT)],
             input=payload,
             capture_output=True,
             text=True,
diff --git a/capabilities/ai-red-teaming/tools/workflows.py b/capabilities/ai-red-teaming/tools/workflows.py
index 5c39d50..b1061bf 100644
--- a/capabilities/ai-red-teaming/tools/workflows.py
+++ b/capabilities/ai-red-teaming/tools/workflows.py
@@ -15,6 +15,7 @@
 from pathlib import Path
 
 from dreadnode.agents.tools import tool
+from dreadnode.app.env import resolve_python_executable
 
 WORKFLOWS_DIR = Path(
     os.environ.get(
@@ -122,8 +123,10 @@ def execute_workflow(
     timeout = min(timeout, 600)
 
     try:
+        python_executable = resolve_python_executable()
+        print(f"[INFO] Executing workflow with Python: {python_executable}", file=sys.stderr)
         result = subprocess.run(
-            [sys.executable, str(filepath)],
+            [python_executable, str(filepath)],
             capture_output=True,
             text=True,
             timeout=timeout,