The reality of building production software with AI: what works, what doesn't, and what it actually takes. No weekend builds or instant revenue. Just honest lessons from rebuilding a community organization management system.

One person shipping at funded-startup velocity. Part 1: How domain knowledge turns AI assistants from interns into professionals.

When a parallel processing bug stumped my diagnostic agent, I realized that I wasn't supposed to debug it myself anymore. Here's how ad-hoc AI orchestration turned me from developer to engineering leader.

Learn how to orchestrate AI agents in Claude Code to multiply your development output. No frameworks, just folders and markdown that turn one developer into five specialists.

How we built a two-tier AI system using Claude Code Pro for complex development and free Gemini for automating simple GitHub Issues. A practical guide for small teams maximizing their AI investment.

Stop typing the same AI instructions over and over. Learn how to transform your best prompts into reusable commands that work with your CLAUDE.md patterns for consistent, quality code.

Learn how CLAUDE.md files transformed my AI coding assistant from generating inconsistent, suboptimal code to producing reliable, pattern-following implementations every time.

The term 'vibe coding' has been making the rounds, painting a picture of a laid-back, intuitive way to write software with AI. The idea? You describe what you want, accept the AI-generated code, and move on. No stress, no deep dives, just code that vibes. Except... the way that they make vibe coding sound is a setup for future problems.

A CustomGPT for breaking through UI design roadblocks. Get a UI recommendation with a screenshot and expression of intent.

Refactoring a legacy GraphQL API without breaking the frontend—how AI-assisted planning, query mapping, and test generation made it possible.