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Anthropic adds dynamic workflows to Claude Managed Agents, mirroring Gemini's capabilities

Anthropic has introduced dynamic workflows for its Claude Managed Agents, allowing agents to orchestrate and execute multiple other agents in phases. This new feature, currently in beta, enables an agent to write its own program for managing these multi-agent runs, which are tracked via workflow run events. The system imposes limits on concurrent threads and total agents per run, with costs contributing to the session's overall budget. This development mirrors Google Cloud's recent introduction of the Gemini agent, which also features planned work, model selection, and cost controls, indicating a trend towards more sophisticated agent orchestration and budget management in AI systems. AI

IMPACT Enhances agent capabilities for complex task execution and introduces new considerations for cost management in multi-agent systems.

RANK_REASON The item describes a new feature for an existing product, not a novel model release or research breakthrough.

Read on dev.to — Anthropic tag →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Anthropic adds dynamic workflows to Claude Managed Agents, mirroring Gemini's capabilities

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COVERAGE [1]

  1. dev.to — Anthropic tag TIER_1 English(EN) · Bobby Hall Jr ·

    Anthropic Launched Dynamic Workflows. Let's Build a Tiny Fan-Out Budget in TypeScript.

    <p>An agent used to be one loop.</p> <p>Now it can write a program that runs a few hundred more.</p> <p>On October 9, 2026, Anthropic added <a href="https://docs.anthropic.com/en/release-notes/overview" rel="noopener noreferrer">dynamic workflows to Claude Managed Agents</a>, in …