Retrieval systems
Production-Ready RAG @ 1M+ Vectors
Secure retrieval pipeline with observability baked in, tuned for low-latency inference and aggressive poisoning detection.
Blog by Azamat Yelmagambetov
I build and break AI systems.
Latest Posts
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Stop Reading, Start Doing
A short essay about deliberate practice to my future self.
Recent Projects
Offensive research
Adversarial Attack Library
Operator-friendly kits for pressure-testing LLM agents with automated reports and guardrail benchmarks.