Retrieval systems
Production-Ready RAG @ 1M+ Vectors
Secure retrieval pipeline with observability baked in, tuned for low-latency inference and aggressive poisoning detection.
The Mountain King
I build and break AI systems.
Latest from the forge
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Forge Log 001: Hardening the Retrieval Spine
Field notes from standing up a production-grade RAG mesh backed by 1M+ vectors.
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Forge Log 002: Simulating Incident Response for LLM Abuse
Running a live-fire incident drill against a conversational agent and codifying the playbook.
Recent Projects
Offensive research
Adversarial Attack Library
Operator-friendly kits for pressure-testing LLM agents with automated reports and guardrail benchmarks.