token budget management

3 articles · 15 co-occurring · 0 contradictions · 0 briefs

Effort parameter and token counting changes are direct token budget tools. The 1x-1.35x inflation requires explicit budget recalculation.

Related concepts

token efficiency 2 model selection strategy 2 context window management 2 reasoning latency tradeoff 1 reasoning and planning 1 prompt compression strategies 1 plan state persistence 1 multi turn conversation management 1 multi agent orchestration 1 model context protocol 1 cost optimization 1 context window pressure 1 context window exhaustion handling 1 context window economics 1 capability cost tradeoff 1

Evidence chain (3 articles, showing 3)

What's new in Claude Opus 4.7 example_of

Effort parameter and token counting changes are direct token budget tools. The 1x-1.35x inflation requires explicit budget recalculation.

@haider1: one underrated codex feature: extends

Shows that token budget allocation during plan execution (reserving tokens to complete vs spending all available) is a strategy choice that impacts outcomes.

@EricBuess: "xhigh" (a new level between high and max) is now the default effort mode in ... example_of

The xhigh effort mode directly forces engineers to manage token budgets; the announcement explicitly mentions 'task budgets' as a management lever.

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