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Zero-config Go heap profiling
Coroot's node-agent already collects CPU profiles for any process on the node using eBPF, with zero integration from the application side. For Java, we dynamically inject async-profiler into the JVM to get memory and lock profiles. But Go processes were still a blind spot for non-CPU profiling unless the app exposed a pprof endpoint and the cluster-agent scraped it. We wanted the same zero-config experience for Go heap profiles. This post is about how we got there.
Vaia: The Future of ValueOps with AI
ValueOps Vaia: AI Driven Planning and Execution AI is moving fast, but without control, it creates chaos. Discover how Vaia helps you manage AI economics, reduce waste, and deliver measurable business value across strategy, planning, and execution.
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.
Jira GitHub Integration: The Complete Guide
Most teams use Jira to plan work and GitHub to build it. The problem is those two tools don’t talk to each other by default. Developers end up manually copying commit references into tickets, project managers hunt through GitHub to answer basic status questions, and sprint reviews become archaeology expeditions through two disconnected systems. Git Integration for Jira closes that gap.
SRE agent vs. traditional engineer: 7 key differences
The role of a Site Reliability Engineer (SRE) is evolving. The focus has shifted from simply working harder during an outage; A new kind of teammate is here to help: the SRE Agent. But what are the key differences when you compare an SRE agent versus a traditional site reliability engineer? This isn’t just a superficial change. It signifies a fundamental alteration in how teams construct and sustain dependable services.
k6 Script Authoring mode for Grafana Assistant
Here's Senior Software Engineer Vicente Ortega showcasing something he's built: the new k6 Script Authoring mode for Grafana Assistant.
Grafana Assistant: Now Available in Self-Managed Environments
You can now access Grafana Assistant in self-managed environments! See why the feedback has been so strong.
Backend Dashboards
We've published Sentry pre-built dashboards that are free and extensible! Check them out!