Find What Your Team Forgot To Test.
Turn PRDs, API specs, and GitHub issues into risk-ranked findings, executable test drafts, and coverage gap reports — using a 5-agent QA pipeline designed for AMD MI300X.
Resident QA Intelligence
Spec Input Anvil
Insert raw spec ore. The forge returns risk, tests, and coverage.
Load an example
0 / 50,000
Risk-Ranked Findings
Every risk is scored CRITICAL / HIGH / MEDIUM / LOW and tied back to the originating spec section.
Structured Test Matrix
Six categories per run: happy path, edge case, negative, regression, API validation, and abuse case.
Executable Test Drafts
Playwright, Jest, or Pytest code generated directly from the structured test matrix, ready to run.
Coverage Gap Report
Explicit gap list: which HIGH and CRITICAL risks still need test coverage after the full review pass.
The QA Forge
5 agents. 1 unbreakable test plan.
Every spec passes through five specialized agents in sequence. The QA Reviewer closes the feedback loop.
Spec Parser
Melts raw specs into structured scope — user stories, rules, endpoints, assumptions, constraints.
Risk Mapper
Finds hidden fractures: ambiguous requirements, validation gaps, abuse paths, undefined error behavior.
Test Planner
Blueprints the defense across happy paths, edge cases, negatives, regression, API validation, and abuse.
Test Writer
Forges executable Playwright, Jest, or Pytest code directly from the approved test matrix.
QA Reviewer
Inspects coverage. Scores completeness. Triggers one targeted revision pass if HIGH or CRITICAL risk is exposed.
Resident Intelligence
The Smith.
A persistent QA entity that watches your spec. It knows what was tested, what was missed, and what will cause production incidents.
Ready to forge
Stop guessing. Start testing what matters.
Paste your spec. The Smith finds the gaps.
Run QA Analysis