6d ago · 2 min read · Recently I’ve been experimenting heavily with AI-assisted development workflows using tools like Codex and Claude Code. At first, I assumed most implementation failures came from the AI itself. But af
Join discussionApr 26 · 16 min read · TL;DR: Specs are the new source code. Managing them at team scale is its own engineering problem. I built spec-hub, a stateless MCP service backed by MongoDB that gives any team a shared harness for f
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Apr 18 · 5 min read · Picture this: It’s 2 AM on a Friday. You’ve just typed a paragraph of conversational English into ChatGPT, Claude, or Copilot. "Build me a responsive dashboard for an inventory management system. Make it look modern, add some sleek charts, and connec...
Join discussionApr 18 · 5 min read · Picture this: It’s 2 AM on a Friday. You’ve just typed a paragraph of conversational English into ChatGPT, Claude, or Copilot. "Build me a responsive dashboard for an inventory management system. Make it look modern, add some sleek charts, and connec...
Join discussionApr 13 · 16 min read · Stack Overflow's 2025 Developer Survey puts AI coding tool adoption at 84%. In the same survey, only 3% of developers report high trust in the output. That's not a normal adoption curve. That's a tool
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Mar 25 · 4 min read · SDD is BDD/TDD for the AI Era — A Guide for Software Crafters The Software Crafters community has been arguing for engineering discipline since long before AI coding tools existed. Clean code. Continuous refactoring. Test-first. The boy scout rule. T...
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