Work

What I build.

I organise my work in three layers.
What my body has shipped. What my mind is cooking. What my soul is exploring.
Every tool here serves one belief: living systems thrive when their decisions improve.

Thriving Contributions

SPAR-Kit

Open Source CLI

Run structured AI debates in your terminal. Multiple personas argue, a critic stress-tests, an arbiter synthesises. The friction is the feature.

View on GitHub →

Intent of Thought

Academic Paper

GPS for AI reasoning. A framework where AI declares its thinking strategy before generating, the same way a GPS announces your route before you drive.

Read the Paper → Zenodo DOI →

Decision Moment Graph

Open standard for decision governance. Stop storing chats, store decision objects.

RAMP-Kit

Reversible Action Management Protocol. Govern decision velocity based on reversibility.

Agentic-Kit

Reusable infrastructure for AI decision systems. Agents need infrastructure, not just prompts.

STEAL-Kit

Structured intelligence capture. Scan, Translate, Evaluate, Abstract, Leverage.

Decision Moment Standard

The specification behind DMG. Decision governance as a protocol.

Published Ebooks

PIC Your Profile

Published

Identity architecture ebook.

21-Rep AI Gym

Published

AI capability building through structured reps.

Cooking Recipies

Let's SPAR: Disagree to Agree

Book · 21 Chapters · Publication-Ready

How to argue with yourself productively. Structured dialectic thinking for better decisions, built on the SPAR protocol.

Thirukkural: Mind, Body, Soul

Book · In Active Writing

Bridging 2000-year-old Tamil wisdom to modern leadership through the Mind-Body-Soul lens.

SPAR Gracefully

Ebook · Cooking

SPAR methodology in practice.

SURGE Your Clarity

Ebook · Cooking

Clarity through structured emergence.

Also cooking on GitHub:

Intent of Thought Lifecycle — Extending the IoT paper into a living protocol
Student-Kit — AI toolkit for students

Igniting Ideas

Living Systems

Organisations are not machines. They breathe, grow, decay. Every framework I build starts from this belief.

Structured Deliberation

Thinking is a craft. SPAR, RAMP, DMG: all exist because decisions deserve more friction, not less.

Tamil Wisdom Bridge

The Thirukkural is 2000 years old and speaks to modern leadership. Bridging ancient wisdom to contemporary practice.

AI with Intent

AI should declare its reasoning before generating. Transparency is not a feature, it is a requirement.