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1. Bottleneck
I identified
goreleaser-binariesas the main bottleneck in our release workflow.Analysis:
https://claude.ai/code/artifact/8b700e89-d49e-41db-91bd-139c8577dcee?sk=YU2Rq3X6EflpQra5Bv9I4Q
2. Current Runner Limitation
The current runner has 3 cores, but we're building 4 binaries in parallel. This means one of the builds has to wait for a core to become available, depending on which of the other builds finishes first.
macos-latest-xlargehas 5 cores, so all four binary builds should be able to run in parallel without competing for CPU cores.3. Expected Benefits
Based on my testing, upgrading the runner could reduce the overall release time by approximately 18.2%–35%, depending on the connector.
For example, for
baton-servicenow:goreleaser-binaries: 7m 30s → 5m 24sWorkflow run:
https://github.com/ConductorOne/baton-servicenow/actions/runs/35888202348
I expect
baton-datadogto see an even more significant improvement because its binary build is currently a larger portion of the overall release time.4. Cost
Based on our current GitHub Actions usage:
https://github.com/enterprises/ductone/billing/usage?period=4&group=2&customer=24277160&query=product:actions
I estimate that the annual cost would increase from approximately $270 to $870 ( from Jan 2026- present ), which works out to roughly $70/month for the upgraded runner.
Overall, we'd be spending roughly $900 more per year in exchange for an estimated 18%–35% reduction in release time.