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Should You Actually Use Redis Iris? An Honest Builder's Verdict
Redis Iris solves real production agent problems. It also requires real operational commitment. Here is the 5-question checklist I use to decide.
Redis Iris vs. Pinecone Nexus vs. Naive RAG: When to Use What
The only question that matters when choosing a retrieval architecture: how fast does your data change? Here is the full comparison with three concrete scenarios.
Why Your RAG Pipeline Fails in Production
Most production RAG failures are not model problems. They are runtime data problems. Here is what actually breaks and why better retrieval does not fix it.
How Redis Iris Actually Works: A Builder's Breakdown
Redis Iris has four moving parts. Here is how RDI, the Context Retriever, Agent Memory, and LangCache actually work, with honest tradeoffs on each.