Why Claude keeps writing slop?
Where is my test? Why it messed up my architecture?
The problem isn't the AI. The problem is the context.
Managing a complex project with AI is tough. You are constantly juggling multiple tasks, and one slip-up in your prompt, one missing file or forgotten constraint, leads the AI down a rabbit hole of bad code. We make errors too.
I was tired of doing the same thing every prompt:
- → Paste docs.
- → AI writes code.
- → AI forgets earlier instruction.
- → I realize I forgot to paste the new schema.
- → Start over.
I was spending more time managing the AI's memory and correcting errors than actually building my app.
So, Knowns CLI was born.
I stopped trying to be the manual bridge between my project management and my code. I built a tool that lets the AI read the map itself.
Now, when I say "work on Task 42," I don't paste anything. The AI reads the task state. It checks the documentation. It understands exactly what "done" looks like. It doesn't rely on my faulty memory or my copy-pasting skills.
The best part? It closes the loop. When the AI solves a tricky problem, it extracts that knowledge and updates the project docs automatically.
No more lost context. No more "wait, let me give you the new file."
No more drowning in task management.
It just Knowns.
