How I build production software with AI. Workflows, tools, and lessons from the field.
The full breakdown of my AI-native development workflow — 34 custom skills, 5 MCP servers, multi-agent orchestration, and the quality gates that catch issues before they ship.
Model Context Protocol explained without the jargon. What MCPs do, when you need one, and how to build your first.
WorkflowThe decision framework for choosing between Claude Code skills, MCP servers, and hooks. With examples from real projects.
ProductHow I extract 100% of features from legacy systems before writing a single line of code. The contract that prevents drift.
GuideStep-by-step tutorial: turn any REST API into a tool your team can use from Claude Desktop. Python, no frameworks.
WorkflowHow I coordinate parallel builds, manage dependencies between agents, and merge work without conflicts.
Product22 modules, 326 features, 300+ permission checks. How I modernized a 22-module client portal without losing a single feature.