https://maroffo.github.io/blog/tags/developer-tools/Recent content in Developer-Tools on MaroffoHugo -- 0.155.3en-usTue, 31 Mar 2026 00:00:00 +0000https://maroffo.github.io/blog/posts/2026-03-31-your-ai-harness-is-hand-crafted-thats-the-problem/Tue, 31 Mar 2026 00:00:00 +0000https://maroffo.github.io/blog/posts/2026-03-31-your-ai-harness-is-hand-crafted-thats-the-problem/Stanford’s Meta-Harness paper argues that optimizing the code around the model matters more than optimizing the model itself. I applied it to my Claude Code setup and got the first real numbers: 3,723 tokens always in context, with no evidence they’re the right ones.https://maroffo.github.io/blog/posts/2026-02-19-the-missing-step-what-a-colleagues-hint-taught-me-about-ai-driven-planning/Thu, 19 Feb 2026 00:00:00 +0000https://maroffo.github.io/blog/posts/2026-02-19-the-missing-step-what-a-colleagues-hint-taught-me-about-ai-driven-planning/Structured requirements, deviation rules, and the art of selective theft: five concepts borrowed from GSD, twenty rejected.https://maroffo.github.io/blog/posts/2026-02-12-when-your-ai-skills-library-gets-too-smart-for-its-own-context-window/Thu, 12 Feb 2026 00:00:00 +0000https://maroffo.github.io/blog/posts/2026-02-12-when-your-ai-skills-library-gets-too-smart-for-its-own-context-window/From token optimization to an orchestrated development workflow with Claude Code: teaching an AI your patterns is only part of the problem.https://maroffo.github.io/blog/posts/2025-11-09-from-asking-claude-to-code-to-teaching-claude-our-patterns-building-modular-ai-skills/Sun, 09 Nov 2025 00:00:00 +0000https://maroffo.github.io/blog/posts/2025-11-09-from-asking-claude-to-code-to-teaching-claude-our-patterns-building-modular-ai-skills/The best way to work with AI isn’t to ask it to write code: it’s to teach it your patterns first.