Judges every subagent result
When an orchestrator fans work out to subagents, QSI reviews each result independently — so a confident-but-wrong edit does not slip through just because it looked plausible.
In Cursor-like environments, an orchestrator delegates to subagents that write code, run tests, and edit files. QSI is the governance layer that reviews what they produce — flagging the results that need a human before they merge.
The agent does the building. QSI does the judging — and tells you which of its outputs you can ship and which one needs your eyes.
When an orchestrator fans work out to subagents, QSI reviews each result independently — so a confident-but-wrong edit does not slip through just because it looked plausible.
The results QSI is unsure about are surfaced with a calibrated confidence and a reason. Your reviewers spend their attention exactly where it matters, not on everything.
Beyond "is this correct," QSI checks "did the subagent actually do what it was asked" — did it complete the plan, touch the right files, call the required functions.
As agents take on more of the work, the bottleneck moves from writing code to trusting it. A subagent will report success on an edit that quietly breaks an edge case. QSI catches that — and it does it fail-open, so it never blocks an agent that is doing fine.
Instead of reviewing every diff, your engineers review the handful QSI flags. The rest pass with a verdict attached, so you keep the speed of agents without inheriting their blind spots.
See QSI judge a real agentic-coding run and flag the result that needs review.