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Anthropic Launches 'Dreaming' AI Agents That Self-Improve Over Time With New Multiagent Orchestration

Anthropic Launches 'Dreaming' AI Agents That Self-Improve Over Time With New Multiagent Orchestration

May 07, 2026
Claude

Anthropic launches 'dreaming' AI agents that self-improve by reviewing past sessions, introduces outcome-based self-correction showing up to 10-point task success gains, and rolls out multiagent orchestration allowing lead agents to delegate complex tasks to specialized subagents — with early adopters like Netflix and Harvey already reporting significant performance improvements.

Agents Foundation Models Coding & Developer Tools
Vercel Open Sources AI-Powered Security Tool That Scans Codebases for Vulnerabilities on Your Own Infrastructure

Vercel Open Sources AI-Powered Security Tool That Scans Codebases for Vulnerabilities on Your Own Infrastructure

May 05, 2026
Vercel

Vercel open sources deepsec, an AI-powered security tool that scans codebases for vulnerabilities directly on users' own infrastructure, leveraging existing Claude or Codex subscriptions with a multi-step workflow that reduces false positives to just 10-20% and supports 1,000+ concurrent sandboxes for large repositories.

Security Coding & Developer Tools Open Source
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