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What The CCAS Certification Regime Actually Specifies
CCAS v1.0 maps governance requirement to governance consequence three grades, each a conformity claim calibrated to a distinct Continue reading on Medium »
A Second Model Pass Is Not a Contract Accuracy Guarantee
A Python reference workflow with Strands, type-specific schemas, SQLite and a test that compares extraction with verification.Continue reading on Recohut AI Labs »
Why an AI Coding Agent Needs a Design System
This week in my software engineering bootcamp, we focused on a part of working with AI coding agents that I had not thought much about Continue reading on Medium »
Current AI’s Recursive Capabilities are Very Limited
I recently read the Guardian article AI Godfathers warn of runaway intelligence explosion . Continue reading on Medium »
Building an AI Client for Our Internal Developer Platform (IDP)
How we put a conversational interface on top of our platform without handing a language model the keys to production.Continue reading on Medium »
Build a RAG API with FastAPI
OverviewContinue reading on Medium »
12 Best AI Books 2026 Worth Reading If You Actually Build Things
A developer s AI bookshelf looks very different in 2026.Continue reading on Towards AI »
Skill-Based Agentic QA: Automated, Governed Evaluation for AI Skill Outputs
TLDRContinue reading on Medium »
How to get OpenAI Dots on Claude
OpenAI s new always-on agents have their own computer, run on schedules, and react to events. Claude has most of those pieces under a Continue reading on Generative AI »
Gemini Weighs in on the OpenAI “escape” from AI AND THE FLIPSIDE: Artificial Intelligence Pictures…
As I was writing this book, one LLM suggested I note in the introduction, In six months this chapter will be outdated. Continue reading on Medium »
The Hidden Cost of Keeping Up with AI: What Families Need to Understand About Today’s IT Leaders…
For decades, technology moved at a pace that allowed professionals to adapt gradually. New programming languages emerged, new frameworks Continue reading on Medium »
AI is More Human Than You Think.
Most people think that AI functions in a completely different way from humans. They re WRONG!Continue reading on Medium »