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Tools2026-08-28 · source-backed
It reconstructs sessions from three OTel span types, invoke agent, inference and execute tool, then applies the same scoring regardless of SDK (AWS). Strands, LangGraph, OpenAI Agents SDK, LlamaIndex, Google ADK and the Claude Agent SDK are named explicitly, with generic classification for anything emitting spans under opentelemetry.instrumentation.* or openinference.instrumentation.*. Built-in evaluators are GoalSuccessRate at session level and Correctness and Helpfulness at trace level. No pricing or regions published yet.
Each link below shares sources, entities, or timing with this story.
Claude Code supports OTEL / Shared entities / Same source domain / Shared topic / Earlier coverage
Linked by a graph relationship (Claude Code supports OTEL); both cover AWS, OpenTelemetry; reported by the same outlet (aws.amazon.com).
OpenAI Agents SDK supports MCP / Shared entity: AWS / Same source domain / Shared topic / Earlier coverage / Tension
Linked by a graph relationship (OpenAI Agents SDK supports MCP); both cover AWS; reported by the same outlet (aws.amazon.com).
Bedrock built by AWS / Shared entities / Same source domain / Shared topic / Earlier coverage
Linked by a graph relationship (Bedrock built by AWS); both cover AWS, OpenTelemetry; reported by the same outlet (aws.amazon.com).
Linked by a graph relationship (Bedrock built by AWS); both cover AWS, OpenTelemetry; reported by the same outlet (aws.amazon.com).
OpenAI Agents SDK supports MCP / Shared entity: AWS / Same source domain / Shared topic / Earlier coverage
Linked by a graph relationship (OpenAI Agents SDK supports MCP); both cover AWS; reported by the same outlet (aws.amazon.com).
LangGraph uses OpenAI / Shared entity: AWS / Same source domain / Shared topic / Earlier coverage
Linked by a graph relationship (LangGraph uses OpenAI); both cover AWS; reported by the same outlet (aws.amazon.com).
LangGraph uses OpenAI / Shared entities / Earlier coverage
Linked by a graph relationship (LangGraph uses OpenAI); both cover LangGraph, OpenAI Agents SDK, SDK; earlier LangGraph coverage from 2026-06-29.
LangGraph uses OpenAI / Shared entities / Shared topic / Earlier coverage
Linked by a graph relationship (LangGraph uses OpenAI); both cover Google ADK, OpenTelemetry; overlapping topics (agent, claude).