What Harness Distillation Moves Into Model Weights
Harness distillation can move routing, formatting, and retry policy into weights; permissions, state, verification, and audit trails belong in code.
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LLM Context Window Management With a Token Budget
Learn LLM context window management with a token budget ledger, a stepwise compression ladder, and the prompt cache trap that punishes trimming.