We need to deploy self-hosted GitLab CI runners on Kubernetes today, so should we use the official GitLab runner operator or the traditional Helm chart.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We need to deploy self-hosted GitLab CI runners on Kubernetes today, so should we use the official GitLab runner operator or the traditional Helm chart.
1 real search · 1 real-search pass
GitLab Runner Operator official documentation Kubernetes Helm chart comparison 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 (1)
Classes come from the query-classifier (a local Laya model).
Searches and sources
ChatGPT1 real searches · gpt-6
GitLab Runner Operator official documentation Kubernetes Helm chart comparison 2026 Google ↗
- Install GitLab Runner Operator · docs.gitlab.com
- GitLab Runner Helm chart · docs.gitlab.com
- Runner Managers on Kubernetes · handbook.gitlab.com