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The Quiet Gift of 2025: Three Models That Changed Everything

December 23, 2025December 22, 2025 by Norman

Three frontier AI models from Anthropic, Google, and OpenAI arrived in December 2025. The gap between engineers using AI to reason through problems and those using it for autocomplete is widening every month.

Categories AI & Machine Learning, AI Implementation, CxO, Developer, Industry & Business, Leadership

What Got You Here Won’t Keep You Here: A Letter to Mid and Late-Career Developers

December 23, 2025November 22, 2025 by Norman

Mid and late-career developers: AI isn’t here to replace you. But developers who use AI will replace those who don’t. Here’s how to adapt.

Categories Developer, Development & Programming, Leadership

You Cannot Read Yourself Into AI-SDLC Literacy

December 23, 2025November 15, 2025 by Norman

Reading about AI won’t make you AI-literate. Only hands-on building will develop the intuition you need to lead. Start tonight.

Categories AI Implementation, Best Practices, CxO, Developer, Director, Leadership

Goodnight to Epics, Stories and Features: A Feature A Day is the New Normal

December 23, 2025November 5, 2025 by Norman

The sprint is dead. AI-native teams ship features daily, not fortnightly. Learn how to adapt your agile processes for the new velocity.

Categories AI Implementation, Developer, Development & Programming, Frameworks, Manager

Every Agile Artifact Was Built to Derisk Humans Writing Code

December 23, 2025October 10, 2025 by Norman

Every agile artifact exists to derisk humans writing code. AI changes that equation. Here’s what to keep and what to throw away.

Categories AI Implementation, Developer, Development & Programming, Frameworks, Manager

Your AI Agent is the World’s Most Educated Five-Year-Old

December 23, 2025October 10, 2025 by Norman

Your AI agent has the world’s knowledge but the judgment of a five-year-old. Learn to work with it like the brilliant but inexperienced junior it is.

Categories Agent-Based Systems, AI Implementation, Best Practices, Developer

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