Essays on AI engineering, shipping products, and the entrepreneur's mindset. No corporate-speak, just building in public.
Announcing the open-source release of NervaPack: a 100% offline knowledge graph and bi-temporal memory engine that cuts LLM token usage by 91.2% while achieving 96% recall on SWE-bench Lite.
A short launch note for timesfm-mcp: an open-source MCP server that gives AI agents real time-series forecasting, confidence bands, and backtesting.
How I turned a healthcare automation project into Handwriting JSON, an open-source Python package for automating handwritten forms, notes, and scanned paperwork.
A deep dive into the architecture and challenges of building OmmSai, an open-source tool for healthcare data automation.
My personal workflow for balancing a full-time job while shipping high-impact AI products from my home office in Seattle.
How I use AI coding tools for scaffolding, tests, docs, and boilerplate while keeping architecture, module boundaries, and security human-led.
A data-driven comparison of the two most popular backend frameworks for building modern AI applications.
Agentic AI is easy until you build it for production with security, auditability, deterministic outputs, and operational failure handling.