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Heal.dev hunts runtime bugs code review misses

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Heal.dev hunts runtime bugs code review misses
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// 2h agoPRODUCT LAUNCH

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.

// ANALYSIS

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
// TAGS
heal-devai-codingcode-reviewdebuggingtestingsecuritydevtool

DISCOVERED

2h ago

2026-10-22

PUBLISHED

8h ago

2026-10-22

RELEVANCE

9/ 10

AUTHOR

[REDACTED]