Anthropic wants to own your agent's memory, evals, and orchestration — and that should make enterprises nervous

Just a few weeks after announcing Claude Managed Agents, Anthropic has updated the platform with three new capabilities that collapse infrastructure layers like memory, evaluation, and multi-agent orchestration, into a single runtime.This move could threaten the standalone tools that many enterprises cobble together.The new capabilities — 'Dreaming,' 'Outcomes,' and 'Multi-Agent Orchestration' — aim to make agents inside Claude Managed Agents “more capable at handling complex tasks with minimal steering,” Anthropic said in a press release.  Dreaming deals with memory, where agents “reflect” on their many sessions and curate memories so they learns and surface unknown patterns. Outcomes allows teams to define and set specific rubrics to measure an agent's success, while Multi-Agent Orchestr