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Paper · arXiv

Applying Anthropic Primitives at Large Enterprises: Harness Paradigm for Knowledge Work

Frontier models have collapsed the cost of writing custom code: a niche problem a specialist sees in their own domain now costs an afternoon. The cost of reviewing and maintaining that code hasn't collapsed. Each solution drifts from the next; understanding one means reading its codebase from scratch. Large enterprises build something centrally governed instead: at worst an off-the-shelf product, at best a graph-orchestration framework wired bespoke per use case, or a low-code platform used as the orchestrator. These are custom every time and limited in scope. Enterprises don't weigh a third option that escapes both constraints: the harness paradigm. Recent work treats the coding-agent ha...

AuthorsGeorge Juraj Salapa
Primary categorycs.AI
Published20 August 2026
Last updated at source20 August 2026
cs.AIcs.SE
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