The workflow / Human-directed. tool-powered
Just me And my AI team
One developer with modern tools can attempt a lot. The trick is knowing what to ask, what to question, and what to verify. Explore the roles below.
Mission control01 Human. many possibilities.
↳
8+ years of engineering experience stays in the driver’s seat. I define the problem, choose the architecture, review the implementation and own the final decisions.
IdeaResearchPrototypeCodeTestDeploy
The operating principlesTools multiply effort
Explore the current experiments ↗
Tools multiply effort
Judgment makes it count
Direction stays human. I set the constraints, choose the tradeoffs and take responsibility for the work. AI roles represent software assistance, not human employees.
Proof beats confidence. Code review, type checks, tests and browser verification matter more than a convincing generated explanation.
Scope before spectacle. Start with a useful prototype. Learn from it. Keep the smallest system that solves the real problem.