Axiomo transforms pull requests into structured signals of intent, risk, and evidence - so you can approve with confidence instead of fatigue.
No signup required
Or install the GitHub App to get Signals on every PR automatically.
AI tools summarize diffs. Most are noise. Axiomo gives you structured signals - contributor context, explicit risk drivers, evidence you can verify. Nothing is a black box.
You're staring at a 47-file PR. The author is someone you've never worked with. CI is green, but you have no idea if the tests actually cover anything important.
You know you should review it properly. You also know you won't.
AI-assisted development has made this worse. More code, faster, with less inherent human familiarity. Review has become a bottleneck nobody talks about - approvals driven by fatigue, not confidence.
Axiomo analyzes every PR and produces a structured artifact - an Axiomo Signal - that answers the questions you're really asking:
First-timer or trusted regular? Have they touched this code before?
Clear intent extracted from the PR, not buried in commit messages.
Explicit drivers you can inspect: touches auth, large diff, new contributor.
CI status, test coverage, security scans - with links to verify.
The 3 files that matter, not the 44 that don't.
A clear recommendation with reasoning - not a black box verdict.
Or connect your repo for automatic analysis.
Contributor context, risk assessment, evidence signals, focus guidance.
Approve, comment, or request changes - knowing what matters and why.
Your workflow doesn't change. Just your confidence.
You maintain a project people depend on. Contributions arrive from strangers. You want to be welcoming, but you also need to protect your users.
Axiomo gives you context you don't have time to gather:
Free for all public repositories. No limits.
When you connect your private repos, Axiomo learns your codebase and your team:
Define policies for your team: "Changes to payments/ require security team approval." Axiomo evaluates every PR against your rules and tells you what's missing.
Every risk, score, and suggestion includes explicit drivers. No black boxes.
Core signals come from analyzers; AI is used only for drafting and clarity.
Policies reflect your team's expectations instead of enforcing generic rules.
Every Signal gets a permanent URL. Reference it in your PR comments. Pull it up during incident reviews. Search your Signal history when onboarding new team members.
When something breaks, your first question is "what changed?" The Axiomo Signal for that PR shows you what risk signals were present, what was reviewed, and what was missed.
Axiomo is built transparently. Follow our progress, see what we're working on, and shape the product with us.
Read the DevlogPaste any public PR link and see what you've been missing.
No signup required for public repos