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Anthropic added webhooks to Claude Managed Agents. Long-running AI agents now proactively notify your app on key state changes β idle waiting for approval, outcome evaluation complete, errors. With HMAC signing, replay protection, and SDK helpers in 7 languages, this is the practical guide for developers running AI agents in production.
READ MOREOn May 6, 2026, Anthropic added three major capabilities to Claude Managed Agents: Dreaming (self-improving agents that review past sessions), Outcomes (rubric-based grading by a separate evaluator model), and Multi-Agent Orchestration (a lead agent that delegates tasks to specialist sub-agents). AI is evolving from assistant to self-improving teammate.
READ MOREApril 2026 reshaped the AI landscape again. Anthropic opened its Claude Managed Agents public beta and Agent SDK, giving anyone the infrastructure to build autonomous agents. Google supercharged Gemini 2.5 Flash with native audio output and computer use capabilities, while NotebookLM completed its deep integration with Google Classroom β setting a new standard for AI in education.
READ MOREIn March and April 2026, Anthropic released Auto Mode (autonomous execution) and Claude Managed Agents (a managed agent API) for Claude Code. This analysis covers what it means for AI coding to shift from assistant to autonomous agent β and what that means for developers and educators.
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