Deep-dives on the systems I architect, break, and secure.
Automating the complete stock analysis workflow — Excel parsing, market data, document intelligence, RAG Q&A, and daily AI recommendations — and what happened when I backtested the agent against itself.
Read article →A security-first serverless platform that publishes via API, narrates posts with AI, generates its own social cards, and ships a hidden, post-grounded AI assistant. Here's how every piece fits — and the bugs that shaped it.
Read article →A defense-in-depth case study where thearchitecture— not the prompt — provides the security guarantees. Capability starvation, server-side grounding, zero-token code refusal, and every bug that taught me something.
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