Tag

#RAG

Context rot is real: what the 18-model study means for production LLM engineering

Chroma's 2025 research tested 18 frontier models and found every one degrades as context grows. This is what context rot means for production engineering decisions — and the specific patterns that address it.

By FlowVerify Editorial Team

May 31, 2026

AI & LLMs

RAG isn't a search problem — it's a chunking problem

RAG pipelines fail for a reason most teams never investigate: the chunks are structurally broken. Here's how to diagnose the actual failure mode before changing anything else.

By FlowVerify Editorial Team

May 24, 2026

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