A practical guide to Git change summaries, bounded test runners, workspace snapshots, dependency impact analysis, and release readiness checks for AI coding agents.
A coding agent should not jump from an edit straight to a commit. It needs evidence at each transition: what changed, which verification ran, and whether the project is ready to release.
1. workspace_snapshot: record the starting state 2. git_change_summary: review staged and unstaged work 3. test_runner: run an allowlisted verification task 4. dependency_change_impact: inspect affected imports 5. release_readiness_check: check metadata before publishing
test_runner only exposes allowlisted test, lint, build, and type-check tasks and requires explicit execution confirmation. That keeps a useful verification capability separate from unrestricted shell access.
workspace_snapshot produces a bounded manifest of Git state, selected file hashes, package manifests, and environment facts. Comparing snapshots helps an agent show exactly what changed across a multi-step task.