Heal.dev hunts runtime bugs code review misses
Heal.dev builds a production-like sandbox for an application, then uses AI to hunt reproducible bugs, runtime vulnerabilities, and performance regressions. Each finding includes reproduction steps and a failing test developers can use to verify the fix.
Heal.dev’s strongest idea is requiring runtime proof before filing an issue, making it a promising complement to static review and conventional end-to-end testing.
- –Exercises untouched code, integrations, edge cases, and failure conditions that pull-request review cannot observe
- –Mocks or emulates services such as Stripe and Slack while keeping core application behavior real
- –Validates security findings dynamically, reducing the noise of unreachable static-analysis warnings
- –Produces failing tests, traces, and captures that turn AI findings into actionable engineering work
- –Sandbox setup, runtime fidelity, and compute cost will determine whether teams can run it continuously
DISCOVERED
2h ago
2026-10-22
PUBLISHED
8h ago
2026-10-22
RELEVANCE
AUTHOR
[REDACTED]