We are revamping our CI/CD pipeline with GitHub Actions and need to know how to optimize runner costs for our cloud hosting environment
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We are revamping our CI/CD pipeline with GitHub Actions and need to know how to optimize runner costs for our cloud hosting environment
3 real searches · 1 real-search pass
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.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
GitHub Actions billing minutes pricing self-hosted runners official documentation 2026 Google ↗
GitHub Actions runner scale sets autoscaling ARC official documentation Google ↗
GitHub Actions dependency caching workflow concurrency official documentation Google ↗
- Runner scale sets · docs.github.com
- Deploying runner scale sets with Actions Runner Controller · docs.github.com
- Dependency caching · docs.github.com
- Dependency caching reference · docs.github.com
- Self-hosted runners reference · docs.github.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
GitHub Actions billing minutes pricing self-hosted runners official documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
GitHub Actions runner scale sets autoscaling ARC official documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
GitHub Actions dependency caching workflow concurrency official documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |