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#Token Costs

Token budgeting, context management, prompt caching, and AI workflow cost control.

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Jul 16, 202613 min read

How to Keep Parallel AI Work From Colliding

A decision matrix, bounded lane contract, and runnable collision experiment for teams using multiple AI agents in one repository.

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Run better AI workflows

Jul 9, 20269 min read

Stop Paying AI To Re-Read The Same Context

Every stale instruction, repeated file, and oversized chat history has a cost. Context management saves tokens by giving the model the right state, not the whole project.

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