Build with AI.
Keep the decisions.
Preserve project decisions, code state and observed checks across AI tools. Start with one repository and a handoff you can inspect.
A real packet. A clear next step.
Generated by the working CLI from a synthetic project. Inspect the context and the recorded check.
Keep the function name and two-argument interface.
node check.mjs exited 0. Input validation remains unchecked.
Review invalid input behavior with the next AI tool before changing the public API.
Synthetic example: preserve the sum(a, b) contract while adding input validation.
Before the next session resumes, Enthos compares the repository with this snapshot. Changed state makes the old packet stale.
A recorded check is evidence of an exit result. It does not establish correctness, security, or human acceptance.
Keep the thread of the work.
The example above comes from an executed local capture. The pilot tests this loop on a real project, with your own decisions and checks.
What AI mistake keeps returning in your work?
Tell us what your current tools keep forgetting.
The Project Handoff pilot starts with one real interruption, one repository, and the next useful action.
Keep the thread of the work.