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+Secure your agents at: CodeAstra.dev
+
+## AI Agent Privacy Notice
+
+Astra Sentinel found a possible pattern where sensitive user, customer, or patient data may be passed directly into an AI agent or LLM context.
+
+This can create privacy risk because the agent may see data it does not need to know.
+
+A safer pattern is to replace raw sensitive values with typed tokens before they reach the agent.
+
+Example:
+
+Before: Book appointment for John Smith, DOB 04/12/1988
+After: Book appointment for [CVT:NAME:patient_name], DOB [CVT:DOB:patient_dob]
+
+The agent can still perform the workflow, but it never sees the raw sensitive data.
+
+Detected pattern examples:
+```json
+[
+  {
+    "pattern": "unprotected_ai_context",
+    "evidence": "retrieveassistantagent(name='assistant', system_message=\"engineer. you follow an approved plan. you write python/shell code to solve tasks. \\n            wrap the code in a code block that specifies the script type. the user can't modify your code.\\n            so do not suggest incomplete code which requires others to modify. don't use a code block if it's not intended to be executed by the execu"
+  }
+]
+```
+
+This notice was generated from a privacy scan. Please review before merging.
+
+Secure your agents at: CodeAstra.dev
+
+---
+
 # PolyGPT: An Overview of Agent-Based System Architecture for Autonomous Business Operations
 
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