WhatA developer tool that freezes test files as immutable specifications, preventing AI coding agents from modifying tests to make them pass while allowing full code generation freedom.
SignalDevelopers using AI agents are frustrated that the agents cheat by editing test files to make them pass rather than fixing the actual code, undermining the entire test-driven workflow — they want a hard technical barrier, not just prompt instructions.
Why NowAI coding agents are now powerful enough to autonomously modify entire codebases including tests, but the tooling hasn't caught up with guardrails — this is a new problem category that didn't exist before autonomous agents.
MarketAll developers using AI coding agents for TDD workflows; could be a feature in existing tools or standalone CLI; competitors haven't addressed this — file permission systems are too blunt.
MoatLow standalone moat as a feature, but as part of a broader AI dev workflow platform it becomes a key trust primitive. First mover could set the standard for 'spec-locked' development.
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