Building RabbitHole (Even While It Breaks)

Some projects reach a stage where they’re not “finished”, not even close, but they’re finally alive.

RabbitHole reached that point today.

There are still more bugs than I’d like to admit, conversations occasionally go off the rails but the core infrastructure is finally in place, and that’s worth celebrating.

Current progress

• Multi-agent architecture with LangGraph
• Perspective generation and courtroom-style debates
• State management and memory layers
• Human-in-the-loop flow
• Graph orchestration running locally

There are still countless things left to improve, but the foundation exists now.

Another thing that made this month special:

I was fortunate enough to make it to the second round of two different fellowship programs. Regardless of the outcome, I’m grateful that something in my work and ideas resonated with people.

One thing I’ve been learning recently:

You don’t need to wait until a project is perfect before sharing it.

Sometimes progress deserves to be documented while things are still messy.

A lot of engineering is just:

Build.
Break.
Debug.
Repeat.

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And honestly, that’s where most of the fun is.

RabbitHole Repository

🔗 GitHub: https://github.com/Somay-kousis/RabbitHole

Still a long way to go, but we’re moving.