We need to move off Jenkins because maintenance is taking up too much of my evening hours so what are the best modern CI CD platforms for small product teams
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We need to move off Jenkins because maintenance is taking up too much of my evening hours so what are the best modern CI CD platforms for small product teams
2 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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
best managed CI CD platforms small teams GitHub Actions GitLab CI CircleCI Buildkite Harness 2026 comparison Google ↗
official documentation GitHub Actions hosted runners GitLab CI SaaS CircleCI cloud pricing Buildkite hosted agents Google ↗
- Official website · github.com
- Official website · about.gitlab.com
- Official website · circleci.com
- Official website · buildkite.com
- Official website · semaphore.io
- Official website · harness.io
- The Best CI/CD Platforms for Small Engineering Teams in 2026 · guides.reviews
- CI/CD platforms in 2026: GitHub Actions vs GitLab CI/CD vs CircleCI vs Buildkite vs Harness · rivalivo.com
- Best CI/CD Tools in 2026 · devshot.co
- Argo CD documentation · argo-cd.readthedocs.io
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best managed CI CD platforms small teams GitHub Actions GitLab CI CircleCI Buildkite Harness 2026 comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
official documentation GitHub Actions hosted runners GitLab CI SaaS CircleCI cloud pricing Buildkite hosted agents OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |