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Strategy and Analysis

Automate PR reviews and technical documentation

AirOps MCP connects to GitHub or GitLab and runs on every pull request. It reviews code for security vulnerabilities, logic errors, and style violations, posts inline comments with fix suggestions, and writes a plain-English PR summary that your team can read in 30 seconds. After merge, the same workflow updates your Confluence or Notion documentation to reflect any API or interface changes — keeping docs in sync with code automatically.

Process

#1

Install the AirOps GitHub app

Connect your GitHub or GitLab organization to AirOps. Configure which repos should trigger the review workflow.

#2

Set your review rules

Define what the workflow should check for: security vulnerabilities, test coverage, style violations, and breaking API changes. Upload your coding standards if you have them.

#3

Run on every PR

When a PR is opened, AirOps reviews the diff and posts inline comments with specific fix suggestions — linked to the relevant line of code.

#4

Generate a PR summary

A plain-English summary is posted to the PR description: what changed, why it matters, and any concerns the reviewer should focus on.

#5

Update documentation on merge

After the PR merges, AirOps detects any API or interface changes and drafts updated documentation in Confluence or Notion.

Inline security and logic review on every PR; Auto-generated PR descriptions and changelogs; Docs that update automatically when code changes; 50% reduction in time-to-merge for non-critical PRs

Key benefits

Publish 10,000+ pages from a single workflow run

Inline security and logic review on every PR; Auto-generated PR descriptions and changelogs; Docs that update automatically when code changes; 50% reduction in time-to-merge for non-critical PRs

Connected tools

Ahrefs
GitHub; GitLab; Linear; Confluence; Slack
Ready to build?

Start this workflow in AirOps — no code required.

Try this use case
engineering-incident-response; data-reporting; support-knowledge-base

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