Blog
Thoughts on AI, workforce development, and building in public
May 8, 2026
The Six-Vertical Pattern
Five weeks ago I was building constrAInt for college students. Six verticals later, I've stopped being surprised by who reaches out. The pattern underneath every conversation is the same.
Read more →April 6, 2026
The CBAS White Paper Is Live
4,000 words on why every method used to control LLM behavior fails on its own, and how the Constraint-Bound Agentic Substrate orchestrates them into a system that holds. Read the full technical white paper.
Read more →April 5, 2026
What is CBAS? The Constraint-Bound Agentic Substrate Explained
Every LLM on the market is cooperative by default. CBAS was built to change that. Here's how the patent-pending constraint layer behind constrAInt works and why it matters for workforce development.
Read more →March 29, 2026
Welcome to the constrAInt blog
We are building AI-powered training for the conversations that make or break careers—interviews, pitches, and high-stakes professional simulations. Here we will share product updates, lessons from building in public, and thoughts on workforce development.
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