What are the pros and cons of using self hosted GitLab CI runners versus shared runners for a security focused SaaS
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the pros and cons of using self hosted GitLab CI runners versus shared runners for a security focused SaaS
1 real search · 1 real-search pass
GitLab documentation shared runners security self-managed runners isolation ephemeral runners protected variables CI security 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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
GitLab documentation shared runners security self-managed runners isolation ephemeral runners protected variables CI security 2026 Google ↗
- GitLab-hosted runners · docs.gitlab.com
- Runners · docs.gitlab.com
- Runner separation by workload trust | CI/CD and release · about.gitlab.com
- Runner trust zones for mixed CI/CD workloads · about.gitlab.com
- Security for self-managed runners · docs.gitlab.com