Production patterns, engineering notes and lessons from shipping real software.
React Server Components (RSC) represent the biggest architectural shift in React since hooks. With Next.js 15 stabilizing the App Router and Server…
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Polling is the enemy of scalable systems. Event-driven architecture replaces “check every minute” with “tell me when it happens.” Here’s how we…
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PostgreSQL is fast by default, but “default” doesn’t cut it at production scale. Here’s our systematic approach to PostgreSQL performance tuning, from…
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Laravel’s queue system is one of its most powerful features, but running it at scale requires understanding the moving parts. Here’s what…
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The era of “just write a better prompt” is ending. Production AI systems need more than clever prompt templates — they need…
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Every RAG system needs a vector database, but choosing between Pinecone, Weaviate, and ChromaDB isn’t straightforward. We’ve used all three in production.…
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Kubernetes has become the default answer for deployment, but it’s not always the right one. For small teams (2-8 engineers), the operational…
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Container image size directly impacts deployment speed, storage costs, and security surface area. Multi-stage builds are the single most impactful technique for…
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Tailwind CSS has won the styling war, but using it at scale across a team requires more than just adding class names.…
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