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The AI Architect

Tyler Folkman
Hundreds of paid subscribers

I'm the Chief AI Officer at JobNimbus. I run a real AI stack: coding agents, local models, multi-agent systems and publish the receipts: what it costs, what broke, and what actually ships.

Platform
Substack
PricingFreemiumPublishesWeekly
Issues166Founded7 years agoLast Issue7 days ago
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tylerfolkman.substack.com
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Latest Issues

Before I write about this publicly

Hey — quick heads-up before anything goes out to the wider list.

For the past year I’ve been building a private AI lab at home: dual NVIDIA nodes, near-frontier-class local models, benchmark cards published for every claim. It started as a...

7 days ago
1

What It Costs to Run Your Own AI Now

I have a script that checks GB10 prices every thirty minutes. It has been running since September, and this morning it is holding 5,129 listings.

The cheapest machine in this morning's sweep is a $5,749.99 NVIDIA Founders Edition Spark, pr...

9 days ago
5
3

My Agent Spent 32,524 Tokens Before It Even Read a File

I metered four agent harnesses in five configurations on four of my own jobs, one model held constant. The bill starts before the work does.

16 days ago
7
Paid

I Ran 60 AI Agents for a Full Day on Jev, the Model That Can't Talk. It Cost 35 Cents.

At 3 a.m. in my AI village, nobody was sleeping. Sixty agents, every one of them running on a decision model instead of a chat LLM, and most were standing at the well. Eating. With hunger at zero.

That bug cost about two cents to find, and...

23 days ago
10
10

I Cut My AI Coding Bill From $200 to $20 by Routing Jobs, Not Downgrading

The cheap-token era is ending. The method for deciding which jobs need a premium model, the tools that do the routing, and where to start.

a month ago
12
Paid

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  • Tyler Folkman

    Chief AI Officer at JobNimbus | Building AI that solves real problems | 10+ years scaling AI products | LinkedIn Top Voice

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