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GitLab Duo Triggers on Merge Request Created, and the Loops Around Them

GitLab Duo triggers fire on merge request created. Bots cannot activate them, so the loops left are external agents, cross-system hops and cost. Five guards.

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Playbooks13 min read

CI Failure to Fix: The AI Agent CI Loop That Doesn't Thrash

An AI agent CI loop that retries every red check will thrash. Cap attempts at three, gate on new failure signatures, set a cost ceiling per PR, then hand off.

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Playbooks

GitLab Duo Triggers on Merge Request Created, and the Loops Around Them

CI Failure to Fix: The AI Agent CI Loop That Doesn't Thrash

No articles found.

Many assistants.
One place to remember.

Be the boss of all your AIs.

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Playbooks

GitLab Duo Triggers on Merge Request Created, and the Loops Around Them

CI Failure to Fix: The AI Agent CI Loop That Doesn't Thrash

No articles found.

Many assistants.One place to remember.

Be the boss of all your AIs.

Many assistants.
One place to remember.