... more about reversibility. I will happily let an agent draft emails, reorganize files, or write code all day. But the moment an action is hard to undo, like sending money, deleting data, or posting publicly, I want a human checkpoint. The real unlock will be agents that understand their own confidence level and ask for approval only when the stakes are high. We are not there yet, but the trajectory is encouraging. Comment from Alexey Glukharev(@alexeyglukharev): @nikhilshahane   @busmark ... ... weeks and honestly I m really happy with it, as long as it stays in copilot mode (I review everything before it ships). I ve leaned on it heavily for a new side project I m building ( BenchCanvas ): market + competitor

... design information from Figma Generates production-oriented React + TypeScript + Tailwind CSS projects Runs a real dev server and captures page screenshots Compares rendered pages with Figma designs using visual metrics Produces interactive validation reports with heatmaps and accuracy scores Supports checkpoint-based recovery for long or interrupted runs Who it s for Frontend engineers who care about UI accuracy Teams bridging design systems and real production code Designers who want implementation results they can review visually Tech highlights Multi-agent ...

... quite ok monthly fee of $25. What I didn't realize back then was that once they got my credit card info they just keep charging for use even if cancel my sub. The thing is that Replit charges 'checkpoints' a 25 cents each no matter what it does. Implementing Google Auth with 2FA or failing over and over again to format an output i Typescript, same result. The checkpoints

... actually get code from ChatGPT to teach it. It was stressful to make a change knowing that I could break and was likely to break many other things, and I didn't know how to properly create a checkpoint that I could fall back to. It creates checkpoints