Block the Merge if the Model Isn't Ready": Shifting Local AI Evaluations Left with CI Gates (opens in new tab)

We’ve all heard "it works on my machine," but when it comes to AI-driven features, that phrase is a recipe for disaster. You can have a perfectly tested agent today, but if you upgrade your base model or change your quantization strategy tomorrow, you might inadvertently kill your agent's reliability. You can’t afford to wait for production to find out your agent is hallucinating or failing its tool calls. This is why we built the headless QuantaMind CLI—to shift AI evaluation left into your ...