Practical insights from engineers who ship production software — AI, cloud infra, mobile, and the patterns that actually work at scale.
We've built RAG pipelines for healthcare, legal tech, and SaaS. Here's what actually breaks in production — and how to fix it before it costs you users.
At 50k requests/minute, the abstraction cost of ORMs becomes measurable. Here's the query pattern we switched to and the performance delta we saw.
A practical guide to right-sizing your K8s cluster, using spot instances safely, and setting up VPA/HPA so you only pay for what you need.
How we built offline-first mobile apps for fleet drivers in remote areas — conflict resolution, sync queues, and background flushing that works.
After 30+ TypeScript projects — branded types, discriminated unions, schema-first validation. The patterns that catch bugs before runtime.
Our opinionated starter: Next.js 15, Supabase, RLS, real-time subscriptions, and a custom admin panel pattern that scales.
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