Claude Platform OpenTelemetry traces for Managed Agents and API
At a glance
Public beta: send OTel traces from Claude Managed Agents, Messages API, and SDKs to any OTLP destination (Langfuse, LangSmith, Grafana, Datadog, Sentry, etc.) so model calls, tool use, and MCP steps land beside the rest of the stack under GenAI semantic conventions. This workflow is listed under observability, agent-platform, otel, production-agents, learnable-paradigm.
Agents / tools
Claude Platform, Claude Managed Agents, OpenTelemetry, Messages API
Anthropic adds Dreaming (research preview: cross-session memory curation; Harvey saw ~6× completion), Outcomes (grader rubric + iterate; +~10 pts on hard tasks), and lead/specialist multiagent orchestration with webhooks—so Managed Agents can self-improve, self-grade, and parallelize without constant human steering.
GitLab 19.5 makes the MCP server GA on Free/Premium/Ultimate: Claude Code, Cursor, Codex and other MCP clients get consolidated tools (get_merge_request, get_pipeline) plus Duo Agent Platform flow handoff under existing GitLab permissions, with GitLab.com rate limits of 60/min Free and 600/min paid.
MIT Python package signs every policy-gated tool call into a hash-chained .tkb file verifiable offline (Python+TS); works across Claude Code, OpenAI Agents, LangChain/LangGraph, MCP and more—agents can edit their own logs but not hide edits when the signer is out of reach.
Agent Standup (OSS, local) turns Claude Code, Codex, Mistral Vibe, and Cowork sessions into a live stand-up: desks, screen-share of real commands/diffs, voices, replay + recap; `npx @double_geste/agent-standup --open`; VS Code/Cursor extension and Claude Code plugin. Free; optional Halloween character pack from €2.