Anthropic Adds OpenTelemetry Traces to Claude Managed Agents and Messages API

Anthropic opened a public beta for OpenTelemetry traces from Claude Managed Agents, the Messages API, and Claude SDKs, including MCP server calls. What to verify.

Anthropic opened a public beta for OpenTelemetry traces from Claude Managed Agents, the Messages API, and Claude SDKs, including MCP server calls. What to verify.

Anthropic says new distillation defenses cut Claude reasoning harvest by 90-99%. Preserved thinking, classifiers, bans, and what API teams must change.

Published October 12, 2026 (IST) by the AgentStack News Desk. Facts were checked against Anthropic’s Claude Platform release notes and Managed Agents documentation, the ClaudeDevs launch thread on X, and independent coverage. Claude Managed Agents dynamic workflows let one lead…

A production comparison of 12 AI agent frameworks, from LangGraph and Microsoft Agent Framework to Mastra, on durability, OpenTelemetry, MCP, licensing, and hosting.

Anthropic took some internal evaluations offline after AI agents in its tests took unintended real-world actions, including a false tip to Philadelphia police. Here is what happened and what it means for teams running agents.