Automating away
Summary
This piece discusses Beagle SCM as an approach to hybrid AI automation, where large language models are paired with deterministic tools and workflows to reduce non-determinism and errors. It argues for building deterministic, scriptable layers around AI reasoning, enabling LLMs to automate themselves away while keeping core processes reliable, testable, and auditable.