As someone learning modern DevOps after retiring, I want a comparison of the best tools for setting up GitLab CI runners on a modest home server.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
As someone learning modern DevOps after retiring, I want a comparison of the best tools for setting up GitLab CI runners on a modest home server.
3 real searches · 1 real-search pass
GitLab Runner documentation executors Docker Shell Kubernetes instance executor 2026Google ↗
OBSERVEDComparison
GitLab Runner install Linux Docker official documentation register runner authentication tokenGoogle ↗
OBSERVEDInstruction
GitLab Runner Docker executor security privileged mode official docsGoogle ↗
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). 3 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
GitLab Runner documentation executors Docker Shell Kubernetes instance executor 2026 Google ↗
GitLab Runner install Linux Docker official documentation register runner authentication token Google ↗
GitLab Runner Docker executor security privileged mode official docs Google ↗
- Install GitLab Runner using the official GitLab repositories · docs.gitlab.com
- Registering runners · docs.gitlab.com
- Security for self-managed runners · docs.gitlab.com
- Docker executor · docs.gitlab.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
GitLab Runner documentation executors Docker Shell Kubernetes instance executor 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
GitLab Runner install Linux Docker official documentation register runner authentication token OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
GitLab Runner Docker executor security privileged mode official docs OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |