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Why Most Io T Visibility Stacks Stall at Level 2 (And What Climbing to Level 3 Actually Looks Like in Code)
48+ min ago (630+ words) A developer-side look at the visibility ladder for asset trackers, the firmware and payload schema choices that move a fleet from L2 to L3. Tagged with iot, embedded, hardware, architecture....
Glitch Replay launches: a unified session replay and error tracking tool for developers
1+ day, 3+ hour ago (312+ words) The platform was built by founder Sean Conroy, who has over 25 years of experience in technology, with prior roles at Virgin America and other companies. "A lot of new tools have launched since then. I wasn't totally satisfied with the…...
Building a Future-Proof Observability Platform to Empower Engineers
1+ day, 16+ hour ago (615+ words) Wayne Bell and Dan Gomez Blanco explain how Skyscanner transitioned from siloed telemetry to a unified Open Telemetry standard, treating their internal platform as a product to drive adoption....
Code Agents Need Observability
3+ day, 50+ min ago (582+ words) The new standard of observability is here. Discover Olly, the industry's first Autonomous Observability Agent. " Open Telemetry Collectors 101: From First Config to Fleet Management For those of us using tools like Claude Code, Codex, or Gemini, we already know they're…...
Retrospective on my unsupervised elicitation challenge " Less Wrong
2+ day, 5+ hour ago (462+ words) tl; dr Opus 4. 7 one-shots it, nothing else worked. The general idea of the challenge is to mimic a hard version of AI alignment, in some sense: suppose that there's some task you want an AI to complete, but can't check....
AI agents are opaque. Jaeger v2 + OTel Gen AI conventions are the fix.
2+ day, 7+ hour ago (330+ words) AI agents are distributed systems. They fan out across LLM calls, tool invocations, memory lookups, and multi-step reasoning loops " often asynchronously. But until recently, the observability tooling hadn't caught up. You'd get logs, maybe a dashboard, but no trace of…...
Monitoring Claude Code/Cowork at scale with OTel in Elastic
2+ day, 18+ hour ago (291+ words) Elastic's Info Sec team has developed a robust monitoring pipeline for AI coding assistants like Claude Code and Cowork to address the visibility challenges posed by autonomous agents in engineering workflows. By leveraging native Open Telemetry (OTel) capabilities, security teams…...
Cross-Service Tracing - fal
3+ day, 22+ hour ago (103+ words) Cross-Service Tracing'Fal. ai "How Context Propagation Works The W3 C Trace Context standard defines a traceparent header that carries a trace ID and parent span ID between services. The sending app injects the current span context into a carrier (a plain…...
Jaeger adopts Open Telemetry at its core to solve the AI agent observability gap
3+ day, 13+ hour ago (572+ words) By adopting the Model Context Protocol (MCP), Agent Client Protocol (ACP), and Agent'User Interaction Protocol (AG-UI), the project is building an environment where engineers and AI agents can collaborate." Managing AI workloads requires an efficient data collection pipeline. This need…...
Prompt Management Tools
3+ day, 17+ hour ago (132+ words) Trend Hunter Reuse AI is a prompt management and optimisation tool designed to improve how users create and deploy prompts across AI platforms It enables users to refine existing prompts using structured techniques, then convert them into reusable, parameterised formats…...