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The architecture of an open-source slop detector

Multi-pass orchestrator, seven-layer hosted-tier safety, tools-router pattern, and the open-source license choices that keep a free LLM-mediated tool alive. The

· 9 min read

Synthesis Console: open-source tooling for synthesis engineering

An open-source local tool that renders project management markdown and YAML as browsable, searchable pages. Three dependencies, no client-side framework, and a

· 6 min read

Managing AI agent skills at scale: a three-repo architecture

A three-repo architecture for managing public, private, and team AI agent skills with provenance tracking, drift detection, and synthesis merge — the first stan

· 6 min read

The Foundation-First Pattern

Why the most effective AI-assisted projects start with humans writing code by hand. The counterintuitive pattern that makes everything else work.

· 6 min read