Automating AI Away

AI models like Claude are brilliant but clumsy — capable of reviewing complex code, yet prone to repeating mistakes like committing build directories. The solution isn't better AI alone, but wrapping it in fast, deterministic tools and formal workflows that reduce errors and enable self-correction. Beagle SCM takes this approach, letting LLMs script their own routines in JavaScript while heavy lifting runs in reliable C code underneath.