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context-management

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Dynamic Context Discovery

by jediah-katz

Coding agents perform better when they pull context on demand rather than receiving everything upfront—files serve as a simple, future-proof abstraction for this dynamic retrieval.

ai-agentsllmcontext-managementdeveloper-toolsJan 6, 2026

Context-Efficient Backpressure for Coding Agents

by humanlayer-team

Techniques for reducing context window waste in AI coding agents by suppressing verbose output from tests and builds, showing full details only on failure.

claude-codeai-toolscontext-managementdeveloper-experienceproductivityJan 1, 2026
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