A developer built a read-only "AWS Account Investigator" multi-agent crew on Amazon Nova Pro that wires real per-span cost into every trace, reproducing three silent-waste patterns where agent runs co…
GitHub Copilot now supports OpenTelemetry (OTel) configuration through enterprise-managed settings, letting administrators export agent activity data to their organization's compatible monitoring tool…
Amazon Web Services launched Amazon CloudWatch Omni, an AI-powered observability experience that organizes monitoring around applications rather than individual signals and is built on OpenTelemetry. …
Amazon Web Services introduced Amazon CloudWatch Omni, an AI-powered observability, evaluation, and experimentation service for generative AI and agentic workloads that works across any model provider…
Sierra announced that its agent-building platform, including Ghostwriter and Agent Studio, gives enterprises full visibility and ownership of AI agents through traces, Explorer, Monitors, and Pulse, w…
Snowflake announced that Agent Observability is coming soon to private preview in Observe by Snowflake, giving teams instrumentation, metrics, tooling and a UI to monitor, debug and improve AI agents …
Microsoft Foundry's agent observability stack captures agent execution as OpenTelemetry traces, using GenAI semantic conventions such as gen_ai.request.model, gen_ai.usage.input_tokens, and gen_ai.too…
A developer at Tiger Tribe Heineken detailed a method for instrumenting .NET AI applications with OpenTelemetry and exporting traces to Langfuse, which currently lacks an official SDK for ingesting Op…
A developer built a production-style multi-agent orchestration system using Python/FastAPI, LangGraph, PostgreSQL, Redis, ChromaDB, Celery, OpenTelemetry, and React, then documented three bugs encount…
A developer published a technical breakdown of AX, Google's open-source agentic orchestrator, which models AI agents as stateful graphs with explicit transitions, retries, and checkpoints rather than …
OWASP released the Agent Control Standard (ACS) v0.1 on September 1, the first runtime security specification built specifically for AI agents, alongside the OWASP Top 10 for Agentic Applications 2026…
SigNoz published a guide for monitoring self-hosted vLLM inference servers by sending Prometheus metrics and OpenTelemetry request traces to SigNoz. The guide has operators scrape vLLM's /metrics endp…
A 2026 analysis from imperialis-Tech argues that traditional APM tools are blind to silent LLM quality degradation, where responses can be fluent but factually wrong or far more expensive than estimat…
WSO2 announced the general availability of WSO2 Agent Manager, an open-source platform for centralized governance, identity management, security controls, and operational oversight of AI agents across…
Arcjet launched agent runtime security on September 17, a product from founder David Mytton that observes, enforces and audits AI agent actions before they execute, available now with a free 15-day tr…
An LLM-based test-locator healer produced false-heals roughly one-quarter of the time, according to a preprint cited by the author of a cross-layer observability analysis, meaning tests kept passing w…
Imversion Technologies Pvt Ltd has published a production AI checklist covering reliability, latency, cost, security, UX, monitoring, testing, and launch controls for teams deploying AI features. The …
An independent developer released Jev Logs, an MIT-licensed open-source layer that scores and routes OpenTelemetry logs with TypeSafe's Jev model before they reach a more expensive reasoning LLM. The …
SigNoz published a guide for monitoring self-hosted SGLang inference servers by sending Prometheus metrics and OpenTelemetry request traces to its observability platform. The setup requires launching …
N8n published an AI Audit Trail framework on July 24, 2026, outlining how organizations can build structured, time-ordered records that allow AI-enabled workflows to be reconstructed and defended afte…