From 0d0cd27e7162d61c156e94418763d3c03ff97f03 Mon Sep 17 00:00:00 2001
From: Dinzeyi2 <133053311+Dinzeyi2@users.noreply.github.com>
Date: Mon, 4 May 2026 10:12:49 -0400
Subject: [PATCH 1/3] AI Agent Privacy Notice

---
 README.md | 41 +++++++++++++++++++++++++++++++++++++++++
 1 file changed, 41 insertions(+)

diff --git a/README.md b/README.md
index 1f10ad0..6f888a3 100644
--- a/README.md
+++ b/README.md
@@ -1,3 +1,44 @@
+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
+[
+  {
+    "type": "sensitive_context_exposure",
+    "evidence": "prompt = f'\\n    you are a debugger agent.\\n    generate sample data appropriate to the code and then run, test and debug the given code. \\n    \\n    given code: {generated_code}\\n    '"
+  },
+  {
+    "type": "unblinded_ai_call",
+    "evidence": "user_proxy_agent.initiate_chat(assistant_agent, message=prompt)"
+  },
+  {
+    "type": "unblinded_ai_call",
+    "evidence": "assistant_agent.a_generate_reply(assistant_agent.chat_messages[user_proxy_agent], user_proxy_agent)"
+  }
+]
+```
+
+This notice was generated from a privacy scan. Please review before merging.
+
+Secure your agents at: CodeAstra.dev
+
+--- 
+
 # TensionCode - A Function Code Generator
 
 ## Overview

From 782cbd4ce2ffd21e52c7f6c4f50258bac1f94e9c Mon Sep 17 00:00:00 2001
From: Dinzeyi2 <133053311+Dinzeyi2@users.noreply.github.com>
Date: Mon, 4 May 2026 14:01:29 -0400
Subject: [PATCH 2/3] AI Agent Privacy Notice

---
 README.md | 33 +++++++++++++++++++++++++++++++++
 1 file changed, 33 insertions(+)

diff --git a/README.md b/README.md
index 6f888a3..2a6c9e3 100644
--- a/README.md
+++ b/README.md
@@ -10,6 +10,39 @@ A safer pattern is to replace raw sensitive values with typed tokens before they
 
 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": "chatopenai(openai_api_key=openai_api_key)"
+  }
+]
+```
+
+This notice was generated from a privacy scan. Please review before merging.
+
+Secure your agents at: CodeAstra.dev
+
+---
+
+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]
 

From f423735a6a25f06bcb9f4a2db674f178c9175a0b Mon Sep 17 00:00:00 2001
From: Dinzeyi2 <133053311+Dinzeyi2@users.noreply.github.com>
Date: Mon, 4 May 2026 15:58:59 -0400
Subject: [PATCH 3/3] AI Agent Privacy Notice

---
 README.md | 33 +++++++++++++++++++++++++++++++++
 1 file changed, 33 insertions(+)

diff --git a/README.md b/README.md
index 2a6c9e3..09f9567 100644
--- a/README.md
+++ b/README.md
@@ -43,6 +43,39 @@ A safer pattern is to replace raw sensitive values with typed tokens before they
 
 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": "chatopenai(openai_api_key=openai_api_key)"
+  }
+]
+```
+
+This notice was generated from a privacy scan. Please review before merging.
+
+Secure your agents at: CodeAstra.dev
+
+---
+
+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]