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FlowGuard AIBehavioral Verification
TestSprite Hackathon Season 4 Candidate

Don't just review code. Prove it works.

Traditional linters check syntax and types, but miss critical runtime regressions. FlowGuard AI audits code changes against formal business rules, detects concurrency flaws, and produces reproducible verification evidence.

No account required In-process deterministic execution Evidence precedes verdicts

The Gap Between Code Review & Reality

Code reviews frequently approve PRs that pass all static checks yet fail under concurrent production traffic.

Conventional Static Review

What Standard Tools Check

  • ✕Validates TypeScript types and syntax structure.
  • ✕Assumes async operations are isolated without verifying race conditions.
  • ✕Cannot detect duplicate refund settlement when two requests arrive simultaneously.
  • ✕Outputs advisory comments without runnable verification harnesses.
FlowGuard AI Behavioral Verification

What FlowGuard Actually Proves

  • ✓Extracts formal business invariants (e.g. at most 1 refund side effect per key).
  • ✓Executes controlled concurrent requests against target state machines.
  • ✓Demonstrably catches race-conditions with exact observed commit counts.
  • ✓Produces executable TestSprite 3.0 test assertions automatically.
Multi-Agent Pipeline

Three Specialized Stages, One Evidence Standard

FlowGuard divides responsibilities across three autonomous stages. No single stage can fabricate execution proof.

A

Requirement Analyst

Extracts formal mathematical invariants, predicates, and domain assumptions from human business rules and PR descriptions.

B

Risk Hunter

Audits the pull request diff for non-atomic operations, dirty reads, and race windows. All findings are strictly classified as POTENTIAL.

C

Verification Planner

Maps potential vulnerabilities into concrete test input vectors, failure criteria, and executable TestSprite 3.0 assertions.

INV-REFUND-001

Payment Idempotency & Concurrency Race Condition Proof

Test the live verification harness right now. Compare the vulnerable implementation against the corrected atomic lock implementation.

Run Lab Simulation