Security & PrivacyHard

Preventing Private Code Leakage in Coding Agents

Your coding agent has access to proprietary code. How do you prevent it from leaking in suggestions?

SecurityAgentsCode GenerationGuardrails

Scenario: Preventing Private Code Leakage in Coding Agents

"Meta trains coding agents using private source-code repositories. Design a system to ensure the agent does not output verbatim or near-verbatim code from private repos."

Types of Leakage

LLM Inference Cost vs Latency Tradeoffs

RAG System Design with Component-Level Evaluation