7 articles tagged
Gemini Enterprise now traces an agent call end to end, from the assistant prompt through the orchestration layer to the third-party API. Two new spans, a 30-day retention window and a $0.20 per million span meter decide
Grafana Cloud added Agent Observability for LLM agents, built on OpenTelemetry. This guide covers instrumentation with OpenLIT, what the traces show, and the trace-volume cost math versus Datadog, Langfuse and Arize
Amazon Bedrock AgentCore moved every agent trace, prompt and log into a single per-agent CloudWatch log group and lifted default limits to 5,000 concurrent sessions. A config-level guide to the July 2026 observability
CloudWatch Coding Agent Insights, launched July 20, 2026, gives engineering leaders OpenTelemetry dashboards for AI coding tools: how to measure token spend, per-team cost and developer productivity across Claude Code
Vendor posts say OpenTelemetry's GenAI client spans went stable in early 2026. The specification says Development on every page, which sits below Alpha. Here is what that means for your instrumentation.
Agents do not crash. They return a confident, plausible, wrong answer, and nothing goes red. Gartner expects over 40% of agentic AI projects to be cancelled by the end of 2027. Here is what to instrument, what to score
Most enterprise AI agents never reach production, and quality kills a third that do. Five hard-won lessons from shipping production AI agents: scope, harness, observability, guardrails and human oversight.
