Denker AI
The interface for directing agent teams
I am Juan Zhang, founder of Denker.ai. Denker AI is a visual workspace where I delegate tasks to AI agents the same way I'd delegate to a human teammate.
The problem I kept hitting:
Prompt chaining feels like scripting, not delegating
AI tools work great for single tasks, not ongoing work
I wanted to tell an agent "get tasks done" and see progress, not write ping pong prompts and wait there.
So I built what I wanted:
Visual canvas to map out what needs doing
Agents pick up tasks autonomously (no step-by-step prompting)
They ask clarifying questions when stuck, just like a real teammate would
This replaced my entire "AI workflow" — no more chaining prompts, just assigning work.
Currently:
Running live with real users
Using it to build itself (meta, I know)
Looking for feedback from other builders
Would love thoughts from the community. What's your current workflow for delegating to AI?
2 Comments
It is incredibly tedious to manage AI projects when you have to spend more time "programming" prompts than actually getting results from the tools you are paying for.
Traditional prompt chaining feels rigid and linear, whereas a visual canvas allows you to see the big picture and let agents handle the messy execution details on their own.
Since your agents can ask clarifying questions, do you find that this "human-like" interaction helps reduce the hallucination errors that usually happen with fully automated scripts?
If anyone test and love the product, please let me know, so that I can thank you personally! It is free for now!