WHY IT MATTERS FOR YOUR AGENTS
Context rot is real
Performance degrades as context fills up. More tokens, worse answers.
Context management
Manages what goes INTO context,
Tool calling
Embeddings, reranking, extraction
"Why not just Opus 4.6?"
Works until context rot kills quality
Source: Chroma Research