Building AI Dev Tooling in Public
This blog documents our hands-on experience building practical agent systems: harness_core, repo-level context mapping, and A/B-tested AI workflows for real engineering teams.
Introducing harness_core: A Practical AI Dev Tooling Harness
Why we built harness_core, what it does, and what we are learning while building AI-assisted engineering workflows.
Why "Looks Good" Plans Fail: Building Enforceable Planning Gates
What broke in our early planning loop, and how we moved from subjective review to enforceable planning gates.