Switching from GPT-5.5 to GPT-5.6 Made Me Less Productive
I pay for three Codex subscriptions at $200 each, and for the past week they have mostly bought me waiting. Since I…
The best mental model I've found for AI-assisted development: you're a film director. AI Coding is Directing.
You have a vision in your head. Your job is articulating it clearly enough that your crew (the AI) can execute. The clearer your direction, the better the output. Vague instructions get vague results. Specific prompts get specific implementations.
The models got good enough that directing beats doing. It's not about whether they can implement your vision anymore. They can. It's about how well you communicate it.
Good prompts are like good scene direction:
When you shift from coding to directing:
The tooling (Cursor, Copilot, etc.) has reached the point where the bottleneck isn't the AI's capability, it's how fast you can articulate what you want.
Give Vroni a GitHub issue, bug report, spec, or rough idea. It reads the repo, plans the change, writes code, runs checks, and works toward a review-ready pull request.
Take a look at vroni.com