Insights
Field notes from building AI that ships.
What we learn running AI systems in marketing, energy grids and health transport — written for people deciding where AI belongs in their business.
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What is AI-native software engineering? (And how to learn it in 2026)
AI-native engineering is how software actually gets built now: specs, context engineering, agent loops and verification. Here's what the skill set is — and a realistic path to learning it.
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Context engineering: the skill that replaced prompt engineering
Prompt tricks stopped mattering. What determines whether an AI agent builds the right thing is the context you give it — project memory, conventions and specs. Here's how context engineering works and how to learn it.
Read →How to choose an AI coding bootcamp in 2026 — seven questions to ask
AI changed what a coding bootcamp should teach. Before you pay anyone, ask these seven questions about AI-native methods, cohorts, portfolios and honest outcomes.
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