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.
SHORT FORM
Knots Untangling
The tangled friction inside organisations.
108 diagnostic patterns that show up in every organisation, community, and product. Each knot is named, felt, and untied, across Soul, Mind, and Body.
LONG FORM
Beads Solutions
Earned tactical wisdom.
The solutions that work now because something else failed first.
LONG FORM
Digs Literature COMING SOON
Heavy literature and organisational excavation.
Digs are deep-dive research pieces. When a topic requires more than a tactical Bead, we excavate. This involves extracting artifacts, naming the strata layers, and cataloguing the findings.
Contributions Thriving
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.
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.
Recipes Cooking
Let's SPAR: Disagree to Agree
Book · 33 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.
PURGE 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
Ideas Igniting
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.