Technical articles on LLM engineering, multi-agent systems, AI deployment in Africa, and enterprise automation — from the engineers who build these systems daily.
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Most RAG tutorials show you how to get started. This post covers the decisions that separate demos from production systems: chunking strategies, hybrid search, reranking, and evaluation.
After deploying multiple WhatsApp-native systems for Nigerian businesses, here are the real-world constraints, costs, and workarounds you'll need to know before you start.
You wouldn't deploy a backend API without monitoring. Your LLM pipeline deserves the same rigour. Here's what to instrument, what to store, and what ForgeObserver taught us about the gaps.