AI Engineering7 min read
Document pipelines with LangGraph
How I structure a LangGraph document pipeline: a deterministic parse first, one model call per row, validation before anything is written, and progress streamed to a review screen.
Writing
Notes from building agents, document pipelines and offline-first apps: what worked, what broke, and what I'd change.
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Career6 min read
From creative tech to AI engineering: a non-traditional path
How a background in 3D art, motion graphics and election coverage led, by way of retail e-commerce, to building agent and document systems for government and enterprise clients.
Mobile6 min read
Offline-first mobile architecture for emerging markets
Why apps for emerging markets should work offline first, and how to build local-first sync with Flutter, SQLite and Supabase.
AI Engineering6 min read
Building RAG systems for compliance: lessons from PolicyAI
Lessons from building a role-based RAG system for compliance at CoralShades: PostgreSQL row-level security, source citations and multi-provider LLM strategies.