an AI engineering way of working
Make safety structural, not advisory.
I am building a framework for reliable AI-agent workflows. The goal is simple: agents should not depend on perfect prompts, memory, or good behavior alone. They need structure. This site documents the system I am building: scoped inputs, role-based tool access, validation checks, approval gates, and clear limits around actions that cannot be undone.