AI agents cannot see real-time GPU utilization, VRAM, temperatures, or active processes without a GPU-aware MCP server, creating an operational bottleneck for autonomous infrastructure operations. The…
A developer built an Incident Triage Agent for the Agents of SigNoz hackathon that makes AI agent decision-making fully observable using OpenTelemetry spans. The agent simulates an on-call engineer's …
AAIF's Goose agent now supports OpenTelemetry observability, enabling developers to trace and understand AI agent decision-making. The integration, detailed in a tutorial by AAIF, uses Goose v1.43.0 w…
Amazon Web Services launched CloudWatch Coding Agent Insights on July 20, providing ready-made dashboards for OpenTelemetry metrics from Claude Code, OpenAI Codex and GitHub Copilot to track usage, co…
Microsoft has released the Agent Framework Harness, a stable, batteries-included runtime for building agents in Python and .NET that provides loop, planning, memory, context management, approvals, and…
Senior Software Engineer Kathleen Xue at Shaped, a Y Combinator-backed API company, fixed a year-old latency bug in a single Claude session by using the SigNoz MCP server to analyze traces and code to…
Open WebUI released a new dashboard that monitors the performance, cost, and reliability of its deployment using OpenTelemetry trace and log data, tracking application health, database queries, and LL…
OpenObserve crossed 20,000 GitHub stars with 8,000+ production deployments, including Fortune 100 companies ingesting 2.5 petabytes of telemetry daily, three months after a $10 million Series A from N…
Harness announced Agent DLC on July 21, an extension of its CI/CD platform that enables developers to deploy AI agents using standard software delivery pipelines. The tool addresses the 88% industry f…
A developer used ClickHouse's CLI tool clickhousectl to build a multi-region observability platform with three ClickHouse Cloud services in the US, Europe, and Japan, each ingesting OpenTelemetry logs…
Multi-agent AI systems introduce distributed-system failure modes that traditional logging cannot solve, according to a technical article by Matteo Rossi. The author argues that OpenTelemetry, an open…
Telemetry.dev launches an observability platform for AI and LLM applications, capturing every model call, tool step, and retrieval as OpenTelemetry traces with tokens, cost, latency, and errors attach…
Amazon CloudWatch launched Coding Agent Insights on July 20, 2026, providing engineering teams with an AWS-native dashboard to track AI coding tool spend, adoption, and output across Claude Code, GitH…
A developer debugging an MCP-based agent in production found that traditional request-level logging fails to capture multi-turn agent failures. By implementing OpenTelemetry-based distributed tracing …
NEAT Technologies released NEAT, an open-source tool that fuses static code analysis and OpenTelemetry runtime telemetry into a single live graph to reduce AI agent hallucinations and improve debuggin…
A new DSPy Dashboard monitors performance, cost, and reliability of DSPy programs using OpenTelemetry trace data, tracking span kinds CHAIN, LLM, and TOOL across model usage, latency percentiles, modu…
SigNoz announced support for monitoring DSPy programs via OpenTelemetry, enabling real-time visibility into DSPy module calls and language model requests. The integration uses the OpenInference DSPy i…
Honeycomb processes 2 million agent-initiated query runs per month, up from a $0.60 eight-tool-call demo a year ago, with average tool calls per session doubling between February and June, according t…
AI infrastructure is shifting from token-based measurement to verifiable work units that bundle acceptance conditions, execution evidence, total cost, and accountability boundaries, as signaled by rec…
A cost-based semantic routing demo combining vLLM Semantic Router (vSR) with agentgateway reduced LLM spend by 35.4% on a 50-prompt Go and Rust coding dataset, according to a developer evaluation publ…