We are a tiny engineering shop currently overwhelmed by Jenkins maintenance, so is migrating our CI CD pipelines to GitHub Actions actually worth the effort this year?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We are a tiny engineering shop currently overwhelmed by Jenkins maintenance, so is migrating our CI CD pipelines to GitHub Actions actually worth the effort this year?
3 real searches · 1 real-search pass
GitHub Actions pricing hosted runners self-hosted minutes 2026 official documentationGoogle ↗
OBSERVEDComparison
GitHub Actions migration from Jenkins tradeoffs reusable workflows security runners official docs 2026Google ↗
OBSERVEDComparison
Jenkins LTS maintenance release support plugins administration official 2026Google ↗
OBSERVEDOther / navigational
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). 2 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 pricing hosted runners self-hosted minutes 2026 official documentation Google ↗
GitHub Actions migration from Jenkins tradeoffs reusable workflows security runners official docs 2026 Google ↗
Jenkins LTS maintenance release support plugins administration official 2026 Google ↗
- Migrating from Jenkins to GitHub Actions · docs.github.com
- Reusing workflow configurations · docs.github.com
- Actions runner pricing · docs.github.com
- Billing and usage · docs.github.com
- LTS Changelog · jenkins.io
- LTS Release Line · jenkins.io
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
GitHub Actions pricing hosted runners self-hosted minutes 2026 official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
GitHub Actions migration from Jenkins tradeoffs reusable workflows security runners official docs 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Jenkins LTS maintenance release support plugins administration official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |