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The latest News and Information on Monitoring for Websites, Applications, APIs, Infrastructure, and other technologies.

Debug Live Production Apps in Codex with Lightrun MCP

Lightrun’s Dan Putman demonstrates the power of the latest Lightrun MCP skill. Watch how your AI code agent can now debug live applications directly in production. By connecting OpenAI's Codex to real-time runtime data via the Lightrun MCP, engineers can now generate and validate hypotheses using live telemetry and snapshots, without breaking flow. Ready to bring runtime context to your AI agents?

Live Runtime Investigation in Claude Code with Lightrun MCP

In this video, Lightrun’s Dan Putman demonstrates what happens when Lightrun MCP is integrated within Claude Code. See how, once activated, Claude can ask specific questions about what services it can see and instrument in order to perform a deep investigation in production to get to a validated root cause analysis without the friction of redeploying or switching contexts.

Argo Rollouts Canary Monitoring: Metrics, Gotchas, and Automated Gates with Last9

Argo Rollouts exposes Prometheus metrics on port 8090 — but the docs lie about which labels exist. Here's how to scrape them into Last9, build a canary dashboard, and use Last9 as an automated AnalysisTemplate gate, including the auth and base64 gotchas. Prathamesh works as an evangelist at Last9, runs SRE stories - where SRE and DevOps folks share their stories, and maintains o11y.wiki - a glossary of all terms related to observability.

Customize preconfigured views for AWS, Azure, and Google Cloud with Cloud Provider Observability in Grafana Cloud

Part of what makes Cloud Provider Observability in Grafana Cloud really useful is that it gives you prebuilt dashboards and drill-downs for AWS, Azure, and Google Cloud. Out of the box you get service overviews, instance-level views, and quick links to explore your data. However, you might already have dashboards you trust, want a view tailored to your team’s workflow, or need to change which panels show up when you drill into a single instance.

Approaching the Parhelion

One early spring morning in 1535, the residents of Stockholm awoke to a most curious sight. Six suns lit up the sky, connected by bright halos, as immortalized in Vädersolstavlan, seen here. Today, we recognize these atmospheric effects as a parhelion (also referred to as ‘sun dogs’)—an illusion caused by light refracting off crystalline formations in the atmosphere.