# agents
Agents, MCP, and the solo operating system
Essays on the agent economy, MCP trust infrastructure, and the operating system that lets a single founder run a 27-product portfolio. Where intelligence is free and execution is the moat.
> essays in this thread
The MCP eval gap: why 87% of MCP servers fail high-trust thresholds
The Model Context Protocol went from a niche release to 67,000+ servers across six registries in eighteen months. The trust gap that opened up underneath is the most fundable observability problem of the next two years, but the obvious adjacent businesses are already locked up. Here is where the surviving whitespace is.
100 startups in 100 days: the public ledger
A solo-founder sprint to bootstrap 30 ventures on 2026 agent infrastructure. The number 100 is the input. The number 30 is the output. The mismatch between them is the entire honesty of the exercise, and the playbook is the artifact, regardless of which products survive.
The Agency Economy: Intelligence is Free. Execution is the Moat.
LLMs just collapsed the cost of thinking to near-zero. For the first time in fifty years, the bottleneck isn't attention or information. It's agency. Here's what that means for AI product builders, and why the Intelligence-Action Gap is the most important frame of 2026.
The One-Person Unicorn: Why Domain Expertise Beats Technical Skill in 2026
Sam Altman says the first one-person billion-dollar company is coming. He's right, but not for the reason most people think. The winning founders of 2026 aren't hacker generalists. They're domain experts with a keyboard. Here's the playbook.
The Asynchronous Advantage: How Solo Founders Out-Ship 20-Person Teams
I run 30 products from Bengaluru, solo. Teams with 20 engineers in SF ask how it's possible. It's not 20x productivity. It's a completely different operating system. Here's the async playbook that makes it work.
The Solo Founder's Cloudflare Stack: How I Ship 12 Products Without a Team
A deep technical walkthrough of how I use Cloudflare Workers, Pages, R2, D1, KV, Queues, and AI to run a 12-product venture studio with zero DevOps, zero servers, and zero employees. Real architecture, real costs, real tradeoffs.
The AI-Native PM Skills Matrix: A Complete Framework for 2026
The PM job description hasn't changed in 10 years, but the job itself has changed completely. Here's the definitive skills matrix for the AI era, with assessments, examples, and an action plan.
The Chief AI Officer is a Temporary Role: A Historical Analysis
In 2010 it was the CDO. In 2015, the CIO. In 2024, the CAIO. Why standalone AI leadership roles have a 3-5 year shelf life, with data, org charts, and a better path forward.
Junior PMs Build Features. Senior PMs Build Loops: The Growth Engine Playbook
The difference between a one-time spike and exponential growth is whether you're building features or compounding loops. A complete guide with diagrams, examples, and an audit framework.
Building 20 AI Products as a Solo Founder: The Execution System
Inside the venture studio model, execution framework, and economics behind launching 20 AI-powered SaaS products in 12 months, with zero employees.
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