https://cognaptus.com/tags/agent-adaptation/ Recent content in Agent Adaptation on Cognaptus Hugo -- 0.145.0 en-us Fri, 02 Oct 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-10-02-study-before-the-ticket-arrives-pretask-preparation-for-enterprise-agents/ Fri, 02 Oct 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-10-02-study-before-the-ticket-arrives-pretask-preparation-for-enterprise-agents/ A new agent-study framework suggests that reusable preparation can improve frozen agents and reduce repeated test-time search—but only when the preparation strategy fits the environment.