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.
I write and teach how to build AI systems that expand human intelligence, creativity, and agency: memory, skills, workflows, and creative strategy.
AI can generate the interface. That shifts the real value toward curation: knowing what to include, what to ignore, and what deserves trust.
AI does not make creative work disappear. It moves the work toward framing, judgment, iteration, and responsibility.
If you want to delegate work to AI agents, you need more than prompts. You need a task object with context, status, and review.
AI can create a lot of material quickly. GitHub helps turn that material into something collaborators and customers can inspect.
If your agent setup only works while your laptop is open, it is still a helper. The next step is scheduled work with visible output.
A small GitHub Actions workflow can run research while your laptop is closed, save the output as a dated file, and leave a reviewable trail instead of another invisible automation.