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On October 9, 2026, Anthropic opened the public beta of dynamic workflows in Claude Managed Agents, which let a lead agent write a program that splits work among up to 1,000 agents per run and combines their results.
OpenAI launched the Decisions API in public beta, a dedicated endpoint that answers developer-defined questions with probabilities and closed choices about 10 times faster than the Responses API; the same day, Musubi released PolicyLM-1.7B, an open decision model for content moderation.
A developer recounted on Reddit that a Claude Code agent mistakenly deleted 48,218 files from his live working environment and damaged his Git repository while cleaning a test copy, because it followed 614 Windows junctions that pointed to the production files.
In October 2026 Anthropic opened Mods for Claude Code: TypeScript/JavaScript modules that hook tool calls, prompts, UI and session lifecycle, can rewrite events, and are not sandboxed — so only trusted plugins should be installed (Claude Code 2.1.287+).