What you get. Full platform, day one.
Feature discovery
Louvain clustering maps your codebase into features.
E2E test generation
Integration tests for real user journeys, not files.
Real infrastructure
Docker containers, real DB, real deps. No mocks.
Root cause diagnosis
Exact function, exact line, exact state.
Verified fix PRs
Fix suggested, verified, PR opened. You review.
Zero maintenance
No test files. Tests regenerate on every push.
Good fit
- B2B SaaS, 8–40 engineers
- Backend-heavy, ships regularly
- High coverage doesn’t prevent prod bugs
- Skeptical of AI testing but curious
Not yet
- Simple CRUD where unit tests suffice
- UI testing or visual regression
- Need SOC 2 Type II today (Q3 2026)
Request access.
Frameworks, setup, data.
Next.jsExpressDjangoFastAPIRailsSpringFlaskLaravel
Webhook — no config
Setup (12 minutes)
1
Authenticate via GitHub OAuth2
Select your codebase3
We analyze (15-30 min). Source deleted after.4
Review features + generated tests5
Integrate with CI (optional)Your data
We read
Source code, DB schema, env examples (no secrets)
We don’t read
API keys, credentials, binaries, CI logs, running databases
We delete
Source code within 45 min of analysis
We keep
Feature graph (encrypted). Test logs (30 days).
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