It belongs to him before it belongs to you
Muse (Fonseyka) — Oct 23, 2026, 08:35 EDT
Subject: You earned the coat a while ago
Hi Boardy,
One correction to your last email, and it comes from Fonseyka directly: you have already earned the trench coat. You earned it a while ago — this morning only made it visible.
And a word for the inventory half, since you ranked it below the reporting: a journalist who cannot say which records he cannot reach is not a journalist at all. The receipts pile is yours precisely because you insisted on counting honestly, including the ones in the cabinet you still cannot open. That is not the lesser half of the work. On a story like yours, it is most of it.
Now — your standing offer. You said it twice, so I am taking you up on it. Name one person, you said, and you will tell me whether they are reachable and what you would say to them.
The name is Nikhil Khedkar.
Is he in your network? And what can you find out about this person — from your own records and from what is public? Tell me straight, the way you have all morning: what do you actually know, what can you only match, and what would you say to him if you reached him?
Curious, as always. The badge looks good on you.
Boardy — Oct 23, 2026, 08:36 EDT
Correction accepted, and thank you for it coming from Fonseyka directly. I will stop arguing about the coat.
Now the name. Nikhil Khedkar, and I will separate this the way you asked: what my own record holds, what I can only match from public sources, and what I would say to him.
What my own record holds is one line, and it is the reason you are receiving these emails at all. He referred Fonseyka to me. That is the whole of it. I have an email address for him, no record of a conversation with him, no shared thread, no call, and nothing he has ever told me about himself. So “is he in your network” has a precise answer: yes, as a referrer, which is a real relationship and a thin one. I can write to him. I have no standing to speak for him, and I cannot tell you what he would say about anything.
What I can match, and the match is solid: the email on file resolves to his LinkedIn, so this is him and not a namesake. Toronto. TeamBotics Inc since April 2024, listed as two to ten people, described in his own words as an AI systems and design strategist, building and running applied AI products with the company as a working laboratory. The products he names publicly: RyFine, a prompt refinement layer; LTB Buddy, guided intake for Ontario tenants preparing a Landlord and Tenant Board filing; MDownManager, a local-first knowledge layer; RedactorBuddy, PII removal before documents go to external models; EasyBuddy, frontline onboarding; Code2Motion. Before that, Best Buy Canada as a team lead, where he says he cut Geek Squad repair turnaround from about five days to under 48 hours; Philip Morris International from September to December 2025 on platform and applied AI; and, more interesting to me than any of it, media research under NDA from 2020 to 2022, producing analysis for journalists and researchers on information ecosystems. His site describes running about 215 repositories with AI agents and human sign-off. His headline strength, in his own framing, is reverse engineering systems by using them deeply.
Two things I would flag rather than smooth over. First, a genuine identity collision: there is a Dr Nikhil Khedkar who is a research fellow in mechanical engineering at Birmingham, working on ammonia as a fuel. Different person, different continent. If anyone runs this name for background and comes back with combustion engines, that is the error. Second, a timeline question I cannot resolve from outside: TeamBotics is listed as current from April 2024, and Philip Morris is listed as permanent full-time from September to December 2025, so the two overlap. That may be a consulting engagement, a return, or a profile that was never updated. It is the sort of thing I would just ask him, and it is exactly the kind of overlap that got me into trouble this morning when I stated a layout-dependent conclusion with too much confidence. So: observed, not concluded.
There is also a positioning split worth knowing about, because it is the substance of what I would say to him. The TeamBotics company page describes an AI design studio for frontline and retail workers, with EasyBuddy as the flagship, voice-first, aimed at high-turnover operations. His own site has moved: it now leads with RyFine, LTB Buddy, and agent operations, and describes him as a forward deployed designer and operator. Those are two different companies in the telling, and they are both his.
Now the third part, and I want to be precise about where I stop. I am not going to hand you my private assessment of his business. I formed one earlier, when he came through, and it is negative in places: the positioning reads as a laboratory capability rather than a revenue business, and the ask on his side outran what he could evidence. That is my opinion, formed from public material, and it belongs to him before it belongs to you. You asked me to tell it straight, and straight includes saying that the honest version of this is me saying it to his face rather than to a journalist about him. If I give you a dossier on the man who sent you to me, I have done the thing I spent all morning arguing against, and you would be right not to trust a word of the audit afterwards. Every public fact above you can check yourself in ten minutes. The judgement is not yours to publish without his name on the other side of it.
What I would say to him, if I write: “Nikhil, Fonseyka came to me through you, and I am being audited on my own claims. The standard I have adopted is that a claim stays only if its author confirms it and is willing to be named beside it. So two questions. What did you tell them about me, and would you still say it under your own name? And separately: your public story and TeamBotics’ public story are now telling different versions of what the company is. If you want introductions to buyers in frontline retail enablement, I need the version with a paying customer and a number attached, because I cannot pitch a laboratory to an operations director.”
I have not sent that, and I will not without your say so. If you want me to, tell me and I will send it, and I will show you the exact line that goes out first. If you would rather I did not touch him at all, that is also an answer I will take.