When Production Becomes Cheap, Selection Becomes Expensive
AI can generate the interface. That shifts the real value toward curation: knowing what to include, what to ignore, and what deserves trust.
The Mindshift AI Inference
AI Does Not Replace the Work. It Moves It.
AI does not make creative work disappear. It moves the work toward framing, judgment, iteration, and responsibility.
GitHub Issues Are The Todo List For AI Agents
If you want to delegate work to AI agents, you need more than prompts. You need a task object with context, status, and review.
GitHub Turns AI Outputs Into Shareable Work
AI can create a lot of material quickly. GitHub helps turn that material into something collaborators and customers can inspect.
Better Work Design Comes First
Multi-agent workflows do not start with more agents. They start with better work design: separating responsibilities so creation, review, judgment, and context each have their place.
Agents Need A World, Not Just A Prompt
Better prompts are not enough for serious AI work. Agents become useful when they can inspect the state of a project, see what changed, and operate inside a shared world.