Practical AI adoption, production readiness, vibecoding, and operator frameworks — written from real deployments, not the sidelines. New notes weekly.
The AI education market has a dirty secret: the courses are already outdated by the time you finish them. In 2026, the half-life of AI knowledge is measured in weeks, not years. A course published in January teaches tools that rebranded by…
Read the Field Note →Microsoft shipped Agent 365 to general availability. KPMG announced global deployment. Gartner predicts 40% of enterprise apps will embed AI agents by end of 2026, up from under 5% in 2025. The enterprise agent era is officially here. If you run a…
Read the Field Note →MIT launched a No-Code AI and Agentic AI Certificate Program in 2026. It costs $3,000-$5,000 per learner, earns 10 Continuing Education Units, and carries the most prestigious brand in higher education. If you're building a career in AI research or enterprise architecture,…
Read the Field Note →OpenAI committed $1 billion to certify 10 million Americans by 2030. Partners include Walmart, John Deere, Lowe's, BCG, and Accenture. It's impressive. It's also the wrong certification for anyone trying to actually deploy AI in their business. Google has one. Microsoft has…
Read the Field Note →Q1 2026 shattered every venture funding record in history. $300 billion in a single quarter. AI captured more than 80% of it. Anthropic reached a $965 billion valuation. OpenAI hit $852 billion. Four companies absorbed 63% of all global venture capital in…
Read the Field Note →70% of small and midsized businesses are stuck in the "experimental" or "opportunistic" phase of AI adoption. Not deploying. Not scaling. Experimenting. Stuck in what I call AI purgatory, the gap between "we know AI matters" and "we've actually made it work."…
Read the Field Note →McKinsey has one. BCG has one. Gartner has one. Deloitte, Accenture, and Carnegie Mellon just launched another. You can't throw a stone in the consulting world without hitting an AI readiness framework. And yet: only 1% of organizations have mature AI strategies…
Read the Field Note →48% of executives now call their AI adoption efforts a "massive disappointment." That's up from 34% last year. The more money organizations spend on AI, the more disappointed leadership becomes. Only 29% report significant organizational ROI. 54% of C-suite executives say AI…
Read the Field Note →88% of AI agent pilots never reach production. That's Forrester, Anaconda, and a16z all converging on the same number. Gartner predicts more than 40% of agentic AI projects will be canceled by end of 2027. An analysis of 847 AI agent implementations…
Read the Field Note →In its first year on the Stack Overflow Developer Survey, Claude Code captured 10% market share. GitHub Copilot dropped from 67% to 51%. That's not a shift. That's a landslide. Among senior developers with 10+ years of experience, 46% now choose Claude…
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