A developer built an observability and automated incident-response pipeline for a FastAPI order-tracking application using OpenTelemetry, Prometheus, Loki, Tempo, Grafana, and Codex CLI. The system ro…
A developer published a tutorial showing how to instrument an LLM-based automated listing moderation agent with the ReskPoints AI agent logger so that every tool call, confidence score, parameter, and…
AI agent observability requires capturing five signals — the agentic loop as spans, one correlated full-stack trace, per-step cost and latency, session correlation across multi-agent handoffs, and Ope…
A developer working on Renovate performance found that ~30MB OpenTelemetry traces exceeded HTTP size limits when ingested into a local Jaeger instance, and resolved it by streaming each line of /tmp/t…
NVIDIA published a tutorial showing developers how to trace Hermes Agent behavior with NVIDIA NeMo Relay, running two Hermes Agent examples and inspecting the resulting traces for model and tool calls…
Arize AI is a launch partner for MongoDB's Atlas Agent Engine, a new platform for building, deploying, and governing AI agents in production, with Arize AX adding trace-level observability and evaluat…
Cloudflare launched Issues, built-in error monitoring for Cloudflare Workers, in open beta, grouping repeated exceptions, 5xx responses, and error logs into a single issue and forwarding the error, st…
Amazon launched Amazon CloudWatch Omni, an AI-first observability platform that monitors, evaluates and troubleshoots applications and autonomous AI agents in a unified environment, AWS senior special…
A developer compared LangChainGo and Genkit Go by building the same production AI service in both, finding LangChainGo's Google provider broken on current Gemini models. LangChainGo's quickstart hardc…
Jylus launched a Show HN developer API that ingests logs, OpenTelemetry, Docker events and telemetry and returns a proof-bound "Context Pack" with facts, timeline evidence, contradictions, freshness a…
SigNoz has added an AI Observability section that reads OpenTelemetry GenAI attributes on spans to report LLM cost, token usage, latency, errors, time to first token (TTFT), and tool calls. The Overvi…
SigNoz's AI Observability feature requires spans to carry specific OpenTelemetry GenAI semantic convention attributes, including gen_ai.request.model, gen_ai.provider.name, gen_ai.usage.input_tokens, …
Bluebox announced it is the industry's first end-to-end Observability Agent, built on OpenTelemetry (OTel) telemetry data, and will present at WeAreDevelopers North America in San Jose from September …
Developer Dragosbln built Kept, a self-hostable post-purchase support agent for e-commerce, by implementing the full tracing layer before writing any code for the main agent loop, following ADR-0001 w…
A developer's analysis of agent cost tracking found that OpenTelemetry's GenAI semantic conventions define no cost attribute in the published spec and mark token counters only as a "proxy for cost app…
Next.js 16 has marked the `instrumentation.ts` file stable, giving developers a single-execution lifecycle hook that runs before middleware, route handlers, or React components load, so observability …
AWS published a reference implementation that wires Amazon Bedrock AgentCore Evaluations, generally available since March 2026, into GitHub Actions so pull requests touching agent code, system prompts…
An analysis of 30 days of OpenTelemetry telemetry from ten users of Anthropic's Claude Code found that 4% of sessions generated 65% of the bill, while plaintext credentials sat in the agent's context …
A developer detailed how to close the MCP observability gap by propagating W3C Trace Context through MCP tool calls using unprefixed traceparent, tracestate and baggage keys in params._meta, so agent-…
Kestra launched version 2.0 on September 8, 2026, adding agent governance features to its orchestration platform, with enterprise capabilities announced September 22, 2026. The release exposes any Kes…