Where vibe coding is going
The first generation of vibe coding made software easier to create. The next generation will make software more autonomous, more personal, and more abundant—shifting the difficult work from implementation toward judgment, trust, and coordination.
Agents become the operating layer between intent and code
Software work increasingly begins with a task, specification, or conversation rather than a file and cursor. Agents plan changes, inspect repositories, generate implementation, run tools, test results, and iterate across complete workflows.
Software becomes cheaper to create and more valuable to trust
As implementation becomes abundant, the scarce capabilities move upward: product judgment, verification, provenance, security, operations, domain knowledge, and the ability to maintain systems whose code may have been generated faster than any team could write it.
Software becomes personal, temporary, and generated on demand
When useful software can be produced from a conversation, many applications no longer need to begin as products. A person or organization can create a tool for one workflow, one event, one customer, or one moment—and replace it when the need changes.
For most of computing history, people learned the language of machines in order to build software. Vibe coding reverses that relationship: machines increasingly work from human language, human goals, and human judgment. That change is larger than any single model or tool.
