How Amjad Masad Saw Vibe Coding A Decade Early

The rise of "vibe coding"—a paradigm where AI agents handle end-to-end software development—represents a fundamental shift in how organizations build and operate. Replit anticipated this transition by integrating infrastructure, sandboxing, and collaborative tools long before LLMs became capable of autonomous execution. This evolution moves beyond simple code generation, enabling a "self-driving company" model where employees can build internal tools, significantly increasing organizational agility and ROI. By treating AI as a commoditization force, companies must embrace rapid, exponential change rather than clinging to legacy systems. Success in this environment requires a shift toward adaptability, where individuals leverage AI agents to automate complex workflows, effectively moving from manual coding to orchestrating intelligent systems that handle deployment and infrastructure management.