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Open-source QA that independently verifies AI-generated code before it ships.
By: Andro
Submitted on: Sep 3, 2026
AI coding tools can now generate entire features, refactor large parts of a codebase, and even write the tests that validate their own work. That speed is incredibly useful, but it creates a new problem: the same system that writes the implementation can also repeat the exact same misunderstanding when it writes the tests. The result can be a completely green test suite while the product still behaves incorrectly. MaruCheck is an open-source QA and verification layer built to provide an independent check on AI-generated software. Instead of treating the implementation as the source of truth, MaruCheck keeps the intended product behavior separately using Quality Contracts. These contracts describe requirements, invariants, edge cases, and expected behavior that should remain true as the code changes. When a new change is made, MaruCheck can analyze the Git diff, estimate the risk of the change, determine what should be verified, run the relevant testing and security tools, and connect the resulting evidence back to the original product requirements. It also protects against semantic drift. For example, if a requirement says free users can upload five files and an AI-generated change silently increases that limit to ten, MaruCheck should not simply update the test to expect ten. It can flag the change as a potential violation of the intended product behavior and require explicit review. MaruCheck also includes QA Memory, allowing previously discovered bugs, regressions, root causes, and related tests to become persistent project knowledge. Future changes touching similar areas can be treated as higher risk and automatically trigger relevant regression checks. It works with existing developer tooling rather than trying to replace it, integrating with tools such as Playwright, Vitest, accessibility and security checks, GitHub Actions, and coding agents through MCP. Developers can use it locally through the `maru` CLI or integrate verification directly into their pull-request workflow. The goal is simple: as AI makes writing software faster, MaruCheck helps make sure that faster software still does what it was actually supposed to do. The coding agent builds. MaruCheck proves.
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