Aditya Kuniyil Kattil

One thing led to another.

Hi, I’m Aditya.

I follow the questions I can’t leave alone. Sometimes they turn into code. Sometimes, research, communities, or entirely new problems.

Here's what happened

It seemed like a good idea
at the time.

Memora

Memory & accountability

What
happened?

Abstract layers of monochrome terrain, translucent sheets and a red insert around a dark contour field.A question worth keeping.
Memory & accountabilityIllustrative study of memory and layers.

What should an AI agent remember? And how do we make sense of what happened?

Read the existing note

Active development

BOID

What if the bug isn't in the code, but in the incentives?

Branching consequencesAn abstract starting point branches into several strategies. A red route leaves a diamond-shaped divergence point, bends away from the alternatives, and reaches a separate outcome. Illustration only, not actual simulation or benchmark data.
Branching consequencesIllustrative paths. No simulation results shown.

BOID is an economic stress-testing engine for software. It models how value moves between participants, searches for strategies that exploit incentive rules, and produces reproducible findings to help developers identify weaknesses before they become costly.

Built around versioned economic models, bounded strategy search, and replayable simulations, BOID explores how rational participants can turn intended mechanisms into unintended outcomes.

Economic mechanism design · Adversarial simulation · Reproducible testing

GitHub

In practice

I do this
professionally, too.

Wind Pioneers

AI/ML Engineering Intern

Local-first document intelligence for engineering records.

MOI Labs

Software Engineer / Project Lead

Identity and traceability for agent-to-agent interactions.

I've been
thinking...

The complete notebook

Technical notes

AgentOS

Notes on coding-agent runtimes and isolation.

Occasionally,
I touch grass.

sound

Finding the next track.

I enjoy exploring music and DJing, particularly house, techno, and EDM.

people

Making things make sense.

I enjoy teaching and sharing technical knowledge, especially making complex ideas easier to understand.

golf

A different kind of course.

I also play golf.

gym / 04

A change of pace.

I go to the gym, too.