Insights & Essays.
Field notes for CTOs and principal engineers: what shipped, what failed, and how to staff the next AI program. Depth first — no vendor recap.
Latest Articles
Continuous Discovery Habits in the AI Age: Teresa Torres Framework Updated
Learn how to update Teresa Torres' Continuous Discovery Habits using AI-assisted interview synthesis, automated assumption testing, and opportunity.
Kubernetes GPU Scheduling for LLM Inference: Queues, Fractional GPUs, and Cost
Optimize Kubernetes GPU scheduling for LLM inference. How to configure fractional GPUs, NVIDIA MIG, KServe, and KEDA autoscaling to reduce compute costs.
The $10B Solo Venture: Architecting the Post-Employee Corporation
How sovereign founders leverage stateful agent orchestration and Model Context Protocol to scale solo ventures to $10B valuation with zero payroll.
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What is “The $10B Solo Venture” about?
How sovereign founders leverage stateful agent orchestration and Model Context Protocol to scale solo ventures to $10B valuation with zero payroll.
Who wrote this article and when was it published?
Written by Vatsal Shah, an AI Leader and Solution Architect based in Ahmedabad, India, and published on June 23, 2026. Reading time is 22 min read. It is filed under Business / Transformation.
How can I apply this in my own organization?
Use the sections of this article as a working checklist, adapt each step to your platform and risk profile, and record the decisions you make. To discuss The $10B Solo Venture for your team, request a briefing at https://shahvatsal.com/contact.