Get an AI risk report on every code change before it's merged

It reviews every code change automatically and flags risks, bugs, and test gaps before you merge.

How the work actually flows

It branches. Every path runs.

Pattern: Parallel Split (2)

flowchart TD trig>"code change opened or updated"]:::trig s0["read code diff"]:::svc s1["AI reviews for risk"]:::svc s2["writes structured report"]:::svc trig --> s0 s0 --> s1 s1 --> s2 gx{"+ where to deliver report"}:::gate s2 --> gx p00["send email report"]:::task gx -->|"email team"| p00 p10["post report as comment"]:::task gx -->|"post comment"| p10 p00 --> out p10 --> out out[/"risk report delivered before merge"/]:::out pay{{"catches issues before they ship"}}:::pay out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itAn outside serviceEvery pathResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
AI Agents & Autonomous SystemsEmail AutomationReporting & AnalyticsDevOps & IT Operations
Connects
GitLabClaudeGmail

The problem it solves

Reviewing every code change carefully takes time your developers don't always have, and small issues slip through when reviews get rushed. Bugs and security gaps that should have been caught early end up shipping to production instead.

Who it fits

A fit for development teams who want a consistent first pass of review on every code change.

How it works

  1. When a code change is opened or updated, the system reads the diff
  2. AI reviews the change for risk level, issues, and missing tests
  3. It writes a structured report with findings and recommendations
  4. The report is emailed to the team and posted as a comment on the change
What you get

Risky code changes flagged before they reach production

Every code change gets an automatic risk review with findings and recommendations, posted right on the change for your team.

What you get

A structured risk report with findings and recommendations, delivered by email and posted on the code change.

What you need

A GitLab account, an Anthropic or OpenAI API key, and a Gmail account.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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