I was spending more time babysitting AI agents than thinking about the product. Open terminal, paste prompt, watch, review, fix, retry, merge, move ticket. Repeat all day. I just wanted to write a GitHub issue and come back to shipped code. It started as one agent doing everything, and it sucked. So I split it into specialists. That helped, but the specs were still bad, so I added a planning layer to sharpen ideas before any code gets written. Then agents started crashing overnight, so I built recovery. And slowly, I got an fully powered AI team. It changed the way I work. I used to context-switch between writing code and managing agents all day. Now I write issues before bed and wake up to PRs. Clipboard ships around 10,000 lines of code a day across my projects with over a 90% success rate, meaning most issues go from idea to merged PR without me touching a terminal. The time I used to spend babysitting agents, I spend on product decisions instead.

Clipboard

Open-source AI engineering team

Open-source AI engineering team