https://mpklu.github.io/tags/claude/Recent content in Claude on AI Coding BlogHugoen-usSat, 25 Apr 2026 12:00:00 -0400https://mpklu.github.io/posts/living-knowledge-base/Sat, 25 Apr 2026 12:00:00 -0400https://mpklu.github.io/posts/living-knowledge-base/<p><em>Every codebase has two states: the code, and the lie we tell about the code. Most documentation systems make the lie comfortable. One I came across recently doesn&rsquo;t.</em></p> <hr> <p>Documentation has always been the thing engineering teams promise to do and quietly skip. Sprint deadlines win, the wiki rots, the README becomes archaeology. We all know the cycle.</p> <p>Recently I came across a project (by <code>Franco Dominguez Noriega</code>) that does it differently — and the difference is not just &ldquo;we tried harder this time.&rdquo; It&rsquo;s a structural change that only makes sense in a world where AI agents are part of the development loop. After spending some time with it, I&rsquo;m convinced the pattern is worth sharing, because it solves the documentation-decay problem in a way I haven&rsquo;t seen before.</p>