Building CLMA: A Self-Verifying Multi-Agent Framework from Scratch

Building CLMA: A Self-Verifying Multi-Agent Framework from Scratch Posted on May 4, 2026 · #LLM #MultiAgent #CodeGeneration #OpenSource #SystemDesign #WebUI #SSE All code is open source on GitHub: github.com/kriely/CLMA Part 1: The Problem — LLMs Can't Self-Verify The One-Off Generation Trap If you've spent any time using AI for coding, you've experienced this cycle: ask → get code → try to run → it fails → paste error → get fix → something else breaks → lather, rinse, repeat. Each iteration cos