AI worth trusting, understood by everyone.
Keshava AI is a free, independent place to understand how AI really works and how to build it so it deserves trust: honest explanations, working examples, and the care that good engineering takes.
The problem, in plain words
AI is powerful and often explained badly. It gets trusted too much, too early, or dismissed without being understood. The people who build it and the people who live with it both deserve clear, honest answers.
Three commitments
- Free to understand. The Journal, the newsletter, AI Pulse and the Dharma & Design pages are free to read. The book has free preview chapters; its full text is for members.
- Honest by default. Sources are cited, numbers are either sourced or labelled as illustrative, limits are stated, and mistakes are corrected in public.
- Humane in purpose. Technology multiplies intention, so care and accountability are part of the engineering. Krishna, the charioteer, gives counsel and clarity and leaves the final act with the one who must act. That is how I think people and AI should work together.
What you will find here
- The Journal: field notes on building AI that can be trusted. Free.
- Interactive explainers: short animations and simulators that show how the hard parts of production AI fit together. Free, each with a text version.
- The book, From One Call to a Platform: 31 chapters following one use case from a single model call to a production platform. Free preview, then members.
- The Architecture Brief: one useful idea at a time. Free.
- Dharma & Design: what the Bhagavad Gita and the devotion of Radha and Krishna teach about building with care. Free.
- AI Pulse: a curated look at what changed in AI. Free.
Who it is for
Engineers and architects building with AI. Leaders deciding where AI belongs. Students and self-learners. Anyone curious about how it works and whether to trust it.
How I hold myself to it
- I state a claim and the conditions under which it holds, and say where it does not.
- Numbers are either sourced or labelled illustrative. Examples are invented, not taken from any employer or client.
- Opinions are labelled as mine. Tool descriptions reflect my understanding per use case; no tool is claimed to be better than another.
- If something is wrong, tell me and I will correct it in public.
Why “Keshava”
Keshava is a name of Shri Krishna. In the Bhagavad Gita, Arjuna calls him Keshava at the start of his crisis, when he can see the battlefield but not his way. I chose the name because I want this work to begin where Arjuna began: with honest questions, before action. Read more in Dharma & Design.
Who is behind it
Kapil Kumar Gupta, AI architecture and leadership. About 16 years in distributed systems, from telecom networks to cloud-native platforms to production AI. Completing the CTO and AI Leadership Programme (IIIT Bangalore and IIM Udaipur, 2026). Author of From One Call to a Platform.
Join in
Tell me what helped and what did not in the ideas and feedback form. Read the Journal, join the newsletter, or send a question, a correction or a rights concern about the book or the Journal: send a message or write to keshavaai.in@gmail.com. This site does not offer consulting, advisory or other services.