Truthmark for AI Loop Engineering: Keeping Product Behavior Observable

AI coding agents are revolutionizing software development by automating changes at a rapid pace. However, this efficiency introduces a challenge: it's difficult to track subtle shifts in product behavior during these automated cycles. Truthmark aims to address this by providing a fact layer that makes these changes observable, ensuring developers can maintain control over the evolving codebase. This is crucial because transparent and traceable modifications help prevent unintended consequences, like unexpected timeouts or altered API behaviors, ultimately fostering more reliable and maintainable software.