Token Management

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Monitoring the Context Window in LLM Applications

Monitoring the Context Window in LLM Applications

A 2025 guide to measuring, managing, and gating LLM context usage—tokens, occupancy, truncation, and drift. Practical patterns: slot-based memory, RAG, summaries, hard caps, and provider-aware telemetry.