
S4 · AI Engineering & Orchestration · L0 FREE
Engineering Context Map
Free includes L0
Know what an AI agent may read and change before it touches your codebase: a context and responsibility map with one safe next action.
Best for: Developers who want a clear map of a codebase and its owners before an AI agent starts to change it.
You walk away with
- A context map that keeps trusted and untrusted sources apart.
- A responsibility map with one named reviewer for the decision.
- A review decision that lists what is still missing, and one safe next action.
- An HTML, Markdown and JSON report from one command on the bundled example, plus a blank input template with a field guide for your own codebase, and English and Polish guides.
- 38 automated tests with positive, negative and recovery cases.
L1 START, Tool Boundary Review, decides which tools and permissions the agent gets before it acts.
Choose the checkout you prefer; receipts and updates come from where you buy.




