7-layer RAG framework that eliminates semantic drift + context poisoning. Faithfulness 0.94 vs 0.71 Naive RAG. +13.6 EM on multi-hop QA.
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Updated
Aug 29, 2026 - Python
7-layer RAG framework that eliminates semantic drift + context poisoning. Faithfulness 0.94 vs 0.71 Naive RAG. +13.6 EM on multi-hop QA.
The 1-Line Prompt Fix that saves 99.6% tokens and speeds up code search by 400x on Windows for Cursor, Claude Code, and Copilot
Aegis: provenance-backed, authority-aware policy verifier that blocks context-poisoned and drifted AI agent actions (kubectl/terraform) before they hit infrastructure
React tool for analyzing documents and datasets for context poisoning in retrieval-augmented generation workflows.
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