Vouqis Verify
See how a reviewer can move from an AI change to a clearer merge decision.
Demo repository · example PR · ~75 seconds
The change
Demo repositorymainFiles changed: 4
src/agent/router.pyAIsrc/prompts/support.pyAItests/evals/test_support_agent.pyvouqis.ymlAI-related change detected
The engineer changed part of the AI application.
The reviewer now needs to understand what actually changed.
Before Vouqis
Pull Request
#142 · 4 files changed
Code
router.py · support.py
Evaluation
pytest -m evals
Prompt
support.py, v3
Trace
latest agent run log
Test results
last CI run
What changed?
WHAT CHANGED?
WHAT EVIDENCE DO WE HAVE?
SHOULD THIS MOVE FORWARD?
That’s the review problem.
VOUQISVERIFY
Review AI changes with confidence before they reach production.
Verification starts
vouqis verify
Loading configuration...
✓ Configuration loaded
Detecting repository changes...
✓ Git diff computed
Checking AI-related paths...
✓ AI-related changes detected
Running evaluation...
The evidence is now together
Change
2 AI-related files detected
Evaluation
pytest · PASSED
Exit code: 0 · Duration: 12.4s
main...HEAD
Computed successfully
Changed files
src/agent/router.pysrc/prompts/support.pyREVIEW PACKAGE
All evidence assembled for PR #142
VOUQIS VERIFY · REVIEW PACKAGE
PR #142 — Improve support agent response handling
Example evaluation result
MERGE WITH WARNING
Confidence: MEDIUM
Evaluation passed, but AI-related files changed. Review the associated behavioral impact before merging.
src/agent/router.py — AI-relatedsrc/prompts/support.py — AI-relatedtests/evals/test_support_agent.pyvouqis.ymlCommand: pytest -m evals
Result: PASSED · Exit code 0 · Duration 12.4s
Diff: main...HEAD computed successfully
AI-related files: 2 detected
Verdict: MERGE WITH WARNING · Confidence MEDIUM
WHY THIS RESULT?
✓ Diff successfully computed
✓ AI-related files detected
✓ Evaluation passed
✓ Additional AI-related review recommended
Vouqis does not replace the engineer’s judgment.
It gives the reviewer structured evidence for that judgment.
A short technical-credibility moment
DIFF FAILED
Vouqis could not determine the repository diff.
MERGE WITH WARNING
Confidence: MEDIUM
UNKNOWN ≠ SAFE
A diff failure can never silently produce SAFE TO MERGE.
Conceptual GitHub PR comment
BEFORE
What changed?
Where is the evidence?
Should we merge?
AFTER
Change understood.
Evidence structured.
Decision clearer.
VOUQIS VERIFY
See the change. Verify the evidence. Make a better merge decision.
Scene 1 / 11 — AI pull request
Inspect the evidence
Switch decision states to see how Vouqis Verify’s verdict logic responds to different evidence. Everything below is demonstration data.
AI-related files changed, evaluation passed
MERGE WITH WARNING
Confidence: MEDIUM
Evaluation passed, but AI-related files changed. Review the associated behavioral impact before merging.
--- a/src/agent/router.py +++ b/src/agent/router.py @@ -12,7 +12,7 @@ def route_message(payload): - intent = classify(payload.text) + intent = classify(payload.text, model="support-router-v3") if intent == "escalate": - return escalate(payload) + return escalate(payload, priority=score_priority(payload))
✓ Evaluation — Passed
✓ AI changes — Detected
✓ Diff — Computed
Recommendation: Evaluation passed, but AI-related files changed. Review the associated behavioral impact before merging.
✓ Evaluation — Passed
✓ AI changes — Detected
✓ Diff — Computed
Recommendation: Review AI-related behavioral impact before merging.