Step by step guide to rewrite our legacy Jenkinsfile into reusable GitHub Actions workflows while minimizing runner minutes usage.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Step by step guide to rewrite our legacy Jenkinsfile into reusable GitHub Actions workflows while minimizing runner minutes usage.
3 real searches · 1 real-search pass
GitHub Actions documentation reusable workflows workflow_call artifacts cache concurrency cancel-in-progress billing minutes self-hosted runners 2026Google ↗
OBSERVEDOther / navigational
GitHub Actions billing minutes usage included minutes Linux Windows macOS official docsGoogle ↗
OBSERVEDOther / navigational
GitHub Actions optimization reduce workflow runtime caching dependencies artifacts job startup official docsGoogle ↗
OBSERVEDConsequence
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
GitHub Actions documentation reusable workflows workflow_call artifacts cache concurrency cancel-in-progress billing minutes self-hosted runners 2026 Google ↗
GitHub Actions billing minutes usage included minutes Linux Windows macOS official docs Google ↗
GitHub Actions optimization reduce workflow runtime caching dependencies artifacts job startup official docs Google ↗
- Actions runner pricing · docs.github.com
- Billing and usage · docs.github.com
- Dependency caching · docs.github.com
- Dependency caching reference · docs.github.com
- Reuse workflows · docs.github.com
- docs/content/actions/concepts/workflows-and-actions/reusing-workflow-configurations.md at main · github/docs · github.com
- docs/content/billing/concepts/product-billing/github-actions.md at main · github/docs · github.com
- Workflow artifacts · docs.github.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
GitHub Actions documentation reusable workflows workflow_call artifacts cache concurrency cancel-in-progress billing minutes self-hosted runners 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
GitHub Actions billing minutes usage included minutes Linux Windows macOS official docs OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
GitHub Actions optimization reduce workflow runtime caching dependencies artifacts job startup official docs OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |