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What we're learning building websites, products, and AI systems for real businesses — written down as we go.

EngineeringSeptember 2026 · 7 min read

Next.js 16 Server Actions: What Actually Changed

Next.js 16 splits cache invalidation into three purpose-built functions and replaces Partial Pre-Rendering with an explicit 'use cache' model. Here's what that means for how you write mutations.

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AI & AutomationSeptember 2026 · 8 min read

GraphRAG vs. Vector Search: Picking the Right Retrieval Layer

Vector search and GraphRAG solve different retrieval problems. One is fast semantic lookup; the other is multi-hop reasoning over relationships. Most production systems need to know which — or both.

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