- All playbooks
- Remove a redundant runner after verified cache delivery
Remove a redundant runner after verified cache delivery
Once a trusted payload is already uploaded, let consumers start without waiting on another runner.
Company examples
How OpenAI used this technique
Read what OpenAI changed and follow the original sources.
Remove a redundant runner after verified cache delivery
Codex Security's preparation job already restored and uploaded verified native payloads. The bundle runner now skips after a successful preparation with an exact cache hit; cold assembly and protected publication stay together.
29 warm attempts spent a median seven seconds waiting for and running the redundant job Source
- Use it when
- A warm preparation job produces the artifact, and a separate runner then only rechecks it.
- Before applying it
- An exact cache hit is not enough on its own: preparation and upload must succeed. Cold builds, platform proofs and release validation stay required.
Company Playbooks
- Read Anthropic’s playbookRun only affected tests
- Read DoorDash’s playbookRun build and test in parallel, sharded across CI agents
- Read Linear’s playbookBenchmark the same job on faster hardware
- Read Mastra’s playbookStarSling runners for the slowest test workflow
- Read OpenAI’s playbookRank CI fixes by the minutes they save
- Read Ramp’s playbookMove a CPU-bound test suite to a faster CPU
- Read Shopify’s playbookLet an agent iterate against one CI metric
- Read Spotify’s playbookBuild arm64 on native arm64 runners
- Read Stripe’s playbookRun only the tests a change can reach
- Read Uber’s playbookBuild the merge-queue speculations most likely to be needed