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Prioritize domain-specific context to move agents from chat to execution

◆ 75RelevanceOn a story from The New Stack2h ago

Building reliable agents requires more than a prompt; you need a dedicated layer to map unstructured data to business logic. This shift determines whether your tool remains a novelty or becomes a core operational utility.

Takeaways

  • Context layers bridge the gap between raw LLM outputs and business actions.
  • Successful agents require deep integration with domain-specific logic and document structures.
  • Move beyond simple RAG toward active context engines that understand business intent.
Read the original at thenewstack.io
The context problem: How Docusign built agents that understand the business behind contracts
fmode.me/n/the-context-problem-how-docusign-built-agents-that-understand-the-business-behind-contracts

Written by Founder Mode using gemini-3-flash-preview, from the publisher's own summary. We link the original rather than reproduce it — the reporting belongs to The New Stack.