Blog
Product notes that stay close to the contract.
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How to Align Local, CI, and Agent Execution
Why repos break when local development, CI, and AI agents do not share the same setup, tasks, and verification path.
The Ota Skill for AI Agents
The Ota skill gives coding agents a clear operating guide for repo readiness, ota.yaml contracts, safe commands, and review boundaries.
Pressure-Testing Ota in Real Repos and Shipping the Fixes
From real repo failures to product fixes: scoped requirement resolution, safer agent boundaries, deterministic bootstrap actions, and clearer readiness semantics.
Ota v1.6.17 Now available
v1.6.17 hardens scoped requirement resolution, deterministic bootstrap, and machine-stable readiness output for humans and agents.
Is Ota another Makefile?
One question about Ota keeps coming up: 'Isn't this just a Makefile with extra steps?' It's a fair...
Ota v1.6.16 Now available
v1.6.16 makes version identity machine-readable, strengthens minimum-version enforcement, and improves agent-safe contract boundaries.
Stop Asking AI Agents to Guess How Your Repo Works
AI coding agents work better when your repo has explicit readiness: declared setup, tasks, checks, workflows, and safe agent boundaries.
Why README-Driven Infrastructure Breaks for AI Agents
A README is supposed to be the front door of a software project. It tells people what the repo does,...