AI writes the code.
Can your team still review it?
Review tools miss half the bugs. Humans can't read every diff. See what each pull request actually changes - as a live architecture map.
Free to install · Works on private repos · No credit card required
You do not understand the codebase anymore
- AI writes most changes - no one can follow.
- Review tools catch ~50%. The rest is unread.
- When it breaks, you have to ask AI to explain it.
Visualization keeps you in the loop
- Every PR becomes a live architecture map.
- See changes to dependencies & boundaries.
- Grasp real impact in seconds, not hours.
From install to insight in three steps
Install the app
Add JigsawML to your org and pick the repositories you want mapped.
Open a pull request
Every PR triggers a fresh analysis of what the change actually touches.
See the impact
Get a live architecture map on the diff - dependencies, boundaries, and risk at a glance.
Built for reviewing code you didn't write
See impact, not just diffs
A 2,000-line diff is unreadable. The same change as a map is obvious.
Catch what review tools miss
System-level context flags the risky changes ~50% F1 tools let through.
Keep up with AI-speed code
Your map refreshes with every commit, so understanding never lags the code.
Ask what a change affects
Query your architecture in plain English and get grounded answers.
You can't review what you can't see.
AI isn't slowing down. Stay in control - give every reviewer the full picture on every pull request.
Free to install · Works on private repos · No credit card required