I need a comprehensive review of cloud hosting providers that offer built-in CI/CD runners compatible with advanced GitHub Actions workflows.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need a comprehensive review of cloud hosting providers that offer built-in CI/CD runners compatible with advanced GitHub Actions workflows.
5 real searches · 1 real-search pass
2026 cloud providers built-in GitHub Actions runners AWS CodeBuild runner alternatives Azure Google CloudGoogle ↗
OBSERVEDComparison
AWS CodeBuild GitHub Actions runner support documentation workflows limitations 2026Google ↗
OBSERVEDOther / navigational
Google Cloud Build GitHub Actions self-hosted runner support documentationGoogle ↗
OBSERVEDInstruction
Azure cloud GitHub Actions hosted runners Azure Pipelines GitHub Actions compatibility runnersGoogle ↗
OBSERVEDComparison
cloud hosting providers managed GitHub Actions runners native support 2026Google ↗
OBSERVEDComparison
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 (5)
Classes come from the query-classifier (a local Laya model). 4 of 5 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT5 real searches · gpt-6
2026 cloud providers built-in GitHub Actions runners AWS CodeBuild runner alternatives Azure Google Cloud Google ↗
AWS CodeBuild GitHub Actions runner support documentation workflows limitations 2026 Google ↗
Google Cloud Build GitHub Actions self-hosted runner support documentation Google ↗
Azure cloud GitHub Actions hosted runners Azure Pipelines GitHub Actions compatibility runners Google ↗
cloud hosting providers managed GitHub Actions runners native support 2026 Google ↗
- Official documentation · docs.aws.amazon.com
- About the CodeBuild-hosted GitHub Actions runner · docs.aws.amazon.com
- AWS CodeBuild now supports managed GitHub Action runners · aws.amazon.com
- Tutorial: Configure a CodeBuild-hosted GitHub Actions runner · docs.aws.amazon.com
- Why CodeBuild Didn't Work Out for Self-Hosted GitHub Actions Runners at Scale · builder.aws.com
- Official website · azure.microsoft.com
- Self-hosted runners reference · docs.github.com
- Actions Runner Controller · docs.github.com
- Official website · cloud.google.com
- Reference Guide: Deploy and use GitHub Actions Runners on GKE · googlecloudplatform.github.io
- GitHub · github.com
- Workload Identity Federation | Identity and Access Management (IAM) | Google Cloud Documentation · docs.cloud.google.com
- About Workload Identity Federation for GKE | GKE security | Google Cloud Documentation · docs.cloud.google.com
- Official website · oracle.com
- GitHub - cloudbase/garm: Multi-cloud, auto-scaling manager for GitHub Actions & Gitea self-hosted runners with pluggable providers · github.com
- Website · digitalocean.com
- Website · linode.com
- RunsOn · runs-on.com
- Blacksmith · blacksmith.sh
- Namespace · namespace.so
- WarpBuild · warpbuild.com
- Ubicloud · ubicloud.com
- Depot · depot.dev
- GitHub Actions adds multi-cloud compute to improve reliability · github.blog
- GitHub-hosted runners · docs.github.com
- GitHub-hosted runners reference · docs.github.com
- Deploying runner scale sets with Actions Runner Controller · docs.github.com
- AWS CodeBuild runners · docs.aws.amazon.com
- GitHub Actions documentation · docs.github.com
- Google Workload Identity Federation · cloud.google.com
- GitHub-hosted runners · docs.github.com
Queries
5 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 cloud providers built-in GitHub Actions runners AWS CodeBuild runner alternatives Azure Google Cloud OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
AWS CodeBuild GitHub Actions runner support documentation workflows limitations 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Cloud Build GitHub Actions self-hosted runner support documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Azure cloud GitHub Actions hosted runners Azure Pipelines GitHub Actions compatibility runners OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
cloud hosting providers managed GitHub Actions runners native support 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |