Insights
Ideas worth building on
Field notes from the work — applied AI, engineering practice, and hard-won lessons from building production systems.
Latest
BlogMay 18, 2026· 8 min read
Building RAG that actually works in production
The retrieval, chunking, and eval choices that separate a demo from a dependable system.
BlogApr 29, 2026· 6 min read
AI agents vs. workflows: choosing the right tool
When autonomy pays off — and when a deterministic pipeline is the smarter bet.
BlogApr 2, 2026· 7 min read
The real cost of running LLM apps at scale
A practical model for token spend, caching, and latency budgets.
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