PopperGate online
Adversarial verification / 01

Evidence before confidence

Do not trust the diff.Test the claim.

Extract the promise. Generate attacks. Execute both revisions. Compare proof with review. Leave the call to a human.

  1. Fireworks: attack generation
  2. Daytona: execution
  3. CodeRabbit: opinion
  4. Braintrust: trace
  5. CopilotKit: interrogation

Select a pull request to inspect its diff. Nothing runs until you press “Run adversarial gate.”