Claude Managed Agents Adds Dreaming, Outcomes, Multiagent Orchestration, and Webhooks

Anthropic has released several new features for Claude Managed Agents, now available on the Claude Platform. Dreaming (research preview) is a scheduled background process that reviews past agent sessions, extracts behavioral and outcome patterns, and curates memories accordingly. Harvey saw approximately 6x higher task completion rates with Dreaming enabled.
Key Features
- Dreaming: Automated memory curation that runs on a schedule. Agents improve over time by extracting patterns from past sessions. Currently in research preview — request access at claude.com/form/claude-managed-agents.
- Outcomes: Define a quality rubric; a separate grader evaluates agent output against it. The agent iterates until the rubric is satisfied, then notifies you via webhook.
- Multiagent Orchestration: A lead agent can delegate subtasks to specialist agents that execute in parallel, enabling concurrent work on complex jobs.
- Webhooks: Receive notifications when an outcome is achieved or on other lifecycle events.
Outcomes, multiagent orchestration, and webhooks are now in public beta. To get started, visit the Claude Platform.
📖 Read the full source: r/ClaudeAI
👀 See Also

1.2B Local Model Beats 1T Clouds in Poker: Aggression Trumps Knowledge in Shove-or-Fold Format
A 1.2B Liquid model won 2 of 5 Texas Hold'em tournaments against models up to 1T parameters, because in a short-stack format, never folding earned more chips than smart play.

Anthropic's Claude for Open Source program grants free Claude Max to qualifying maintainers
Anthropic offers six months of free Claude Max access to open source maintainers whose projects have 5,000+ GitHub stars or 1M+ monthly npm downloads with active commits in the last three months.

Firefox 148 adds AI kill switch and enhanced privacy controls
Firefox 148 introduces an AI kill switch feature that lets users disable all AI functionalities, including chatbot prompts and AI-generated link summaries. The update also provides more control over remote updates and data collection.

Agent Infrastructure for SMB Operations: A White Paper from a QSR Operator-Turned-Builder
A 16-year QSR operator published a white paper arguing for a missing infrastructure layer between generic AI chat and vertical SaaS dashboards, with 8 skills on ClawHub, 1,500+ downloads, and one live deployment outside QSR.