Find out what's automation-ready before it eats a sprint.
Every incoming ticket gets scored on risk, complexity, and how confident an agent is that it can ship the change cleanly, so automation only touches work that's actually ready and your team stays focused on the rest.
Scored the moment it lands, not the moment someone gets to it
Each issue is stamped with an agent-confidence score from 0-100%, banded High, Medium, or Low. High scores mean the story can run end-to-end untouched. Anything lower gets flagged for a human to look at, or broken down further, before any work begins.
Know why a ticket scored the way it did
Risk is weighed by blast radius, data sensitivity, and how deep the change reaches into your architecture. Complexity accounts for cross-service dependencies, unknowns, and overall scope. Every score comes with the reasoning attached, so nothing is a black box.
Why this score
- · Touches payment data — elevated blast radius
- · 3 cross-service dependencies detected
- · No prior pattern found in repo memory
Stop guessing where a change actually lands
Triage maps every ticket to the repositories it will actually touch, each with its own match confidence. New issues are analyzed the moment they arrive, and the ones that qualify move straight into an autonomous run.
Keep sensitive work with people
Anything with a wide blast radius is routed back to the owners closest to it, not handed to an agent by default.
Tune what gets analyzed
Narrow triage down by project, reporter, assignee, or issue type so it only touches the work that matters to you.
Plan sprints with real signal
Order your backlog by what's genuinely ready for automation today, not by guesswork.