The window is spent before you type
→
Connect a few MCP servers and half the context window is gone before anyone asks a question. Every guide says connect fewer tools. None of them say which ones.
Selling the thing you cannot photograph
→
Optical bonding is a tick-box on a spec sheet. It is a claim about physics. So we built the module that lets a buyer check it on the manufacturer's website, without a salesperson in the room.
Which Tom
→
An agent that acts has to work out which inbox, which Tom, which database. Right now it either guesses in silence or interrogates you across turns. There is a third option, and it belongs in the input.
Cold start to PR in four hours
→
Into someone else's production repo, their conventions, their reviewers, and a real problem taken all the way to a pull request. One afternoon on OpenReplay.