Production patterns, engineering notes and lessons from shipping real software.
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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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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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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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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API versioning seems simple until you have 5 clients consuming 3 versions simultaneously. Here’s how we design APIs that evolve gracefully without…
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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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Laravel's ecosystem makes it a strong default for multi-tenant SaaS — here is how we use it.
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Caching, routing and evaluation strategies that keep AI features affordable at scale.
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Shared vs isolated tenancy, and how to choose for your SaaS.
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