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Review GitLab Merge Requests with Parallel AI Reviewers

by kazunoriUpdated Aug 2026
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WeGitLab Discussion WebhookGitLab Discussi…IfCheck Review Trigger CommentCheck Review Tr…HRPost Review Started ReplyPost Review Sta…HRFetch Merge Request ChangesFetch Merge Req…SOSplit Changed FilesSplit Changed F…IfFilter Supported DiffsFilter Supporte…CoPrepare Review ContextPrepare Review …MeMerge Reviewer ResultsMerge Reviewer …CoCombine FindingsAgAnalyze BugsBug Reviewer ModelBug Reviewer Mo…OPParse Bug Review OutputParse Bug Revie…AgAnalyze Security RisksAnalyze Securit…Security Reviewer ModelSecurity Review…OPParse Security Review OutputParse Security …AgAnalyze Maintainability RisksAnalyze Maintai…Maintainability Reviewer ModelMaintainability…OPParse Maintainability Review OutputParse Maintaina…AgVerify FindingsVerifier ModelOPParse Verification OutputParse Verificat…CoNormalize Verified FindingsNormalize Verif…IfCheck Findings ExistCheck Findings …CoBuild Summary CommentBuild Summary C…CoBuild No-Issues CommentBuild No-Issues…HRPost Summary ReplyPost Summary Re…SOSplit Verified FindingsSplit Verified …IfFilter Publishable FindingsFilter Publisha…CoBuild Inline CommentBuild Inline Co…HRPost Inline Review CommentPost Inline Rev…CoResolve GitLab Diff PositionResolve GitLab …IfCheck Inline PositionCheck Inline Po…SeWorkflow ConfigurationWorkflow Config…HRPost Fallback ReplyPost Fallback R…CoBuild Fallback CommentBuild Fallback …12345678910111213141516171819202122232425262728293031323334353637
1/5
STEPS · 37
Starts on an incoming request

On a GitLab merge request webhook, fetches the diff and runs parallel Azure OpenAI reviewer agents to produce structured code-review feedback.

Tags

webhookadvancedEngineeringAI Summarizationdiscoveredpending-review
CategoryDevOps & Repos
Triggerwebhook
Complexityadvanced
Nodes35
AddedJun 27, 2026