Mandana Mishra
Mandana Mishra is a figure in classical Indian philosophy, associated with Advaita Vedānta and with a culture of śāstric debate in which positions are stated, objected to, and restated until the remaining claim is the one that survived scrutiny. He is not invoked here as decoration. The name is a reminder that fluency is not the same as having thought.
Why the product is named for him
Most language models are trained to produce a satisfying next paragraph. That is useful for drafts. It is a liability when the question is a decision, a paper, or a public argument, anywhere the cost of a glib answer is paid later, by someone else.
KriyagniAI named the flagship Mandana because the work is dialectical: a Lean (the thesis-informed answer), a Tension (the strongest opposing truth), a Take (what remains), Confidence, and one Ask. If one side is weak, the product should say so. If there is no clean resolution, the Take should leave both sides live.
Why this, now
Tools that answer instantly are abundant. Tools that make the disagreement visible are not. The founder bet is that people doing intellectual work (research, uncertain decisions, debate, the stress-test of their own views) need the second kind, and will notice the difference in a single example.
CA Mahesh Lahoti started KriyagniAI from that gap: fluent answers were not enough. An argument you can inspect was.
How the method works