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31 documents · press / to search
9 min read
Architecting large-scale Next.js applications: Server Components, caching and state
How to structure a Next.js App Router codebase that stays fast as it grows — where the client boundary belongs, what Server Components actually cost, which caching layer answers which question, and the state patterns that survive a hundred routes.
Next.jsReactArchitectureFrontend
7 min read
Beyond the wrapper: building resilient multi-agent AI workflows in production
What separates a demo from a system that runs unattended — a policy boundary written before anything executes, idempotent tools, bounded loops, and a failure model that assumes the model will be wrong.
AIAgentsArchitectureBackend
7 min read
Building a production RAG pipeline: the latency, cost and accuracy trade-offs
Every decision in a retrieval pipeline trades one of three things against the other two. Here is where each trade sits — chunking, hybrid retrieval, reranking, caching — and how to tell which one your system is actually losing.
AIRAGVector searchArchitecture
6 min read
PostgreSQL with pgvector or a dedicated vector database: how to choose
A decision guide rather than a benchmark — what each option actually costs you in operations, consistency and query power, the scale at which the answer flips, and the honest test to run on your own data.
Vector searchPostgreSQLAIArchitecture
6 min read
Why we build modular monoliths first, and when we actually split
Microservices solve an organisational problem and charge you a distributed-systems bill for it. Here is how to get the modularity without the network, and the four specific signals that mean it is genuinely time to split.
ArchitectureBackendNode.js
5 min read
React Native or Flutter: a decision framework, not a benchmark
Both are fast enough for almost every product. The decision is made on hiring, native integration depth, UI fidelity and long-term maintenance — with a checklist for testing your own case in a week rather than trusting somebody else's numbers.
MobileReact NativeFlutterArchitecture
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