Cut and maintain SplitShot releases with the repo's semver tags, changelog-backed GitHub release notes, branch protections, and cross-platform release workflow.
Use SplitShot's canonical test runner to verify changes, isolate failures, and triage failing suites with the repo's existing uv/pytest workflow.
Guard SplitShot browser UI/control changes by keeping UI controls, tests, routes, controller behavior, inventory audits, and QA matrix documentation aligned.
Validate SplitShot ShotML, detection, timing, corpus, training, and analysis pipeline changes with deterministic repo scripts and artifacts.