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What are the main security issues people talk about regarding GitLab CI runners right now?

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the main security issues people talk about regarding GitLab CI runners right now?
3 real searches · 1 real-search pass
GitLab Runner security vulnerabilities advisories 2026 runner CVE recentGoogle ↗
OBSERVED
GitLab CI runner security risks untrusted merge requests privileged Docker executor cache poisoning secrets 2026Google ↗
OBSERVED
GitLab Runner security best practices isolation protected runners authentication token 2026Google ↗
OBSERVED

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.

Classifying 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
GitLab Runner security vulnerabilities advisories 2026 runner CVE recent Google ↗
GitLab CI runner security risks untrusted merge requests privileged Docker executor cache poisoning secrets 2026 Google ↗
GitLab Runner security best practices isolation protected runners authentication token 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
GitLab Runner security vulnerabilities advisories 2026 runner CVE recent
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
GitLab CI runner security risks untrusted merge requests privileged Docker executor cache poisoning secrets 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
GitLab Runner security best practices isolation protected runners authentication token 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1