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News
Prometheus and Grafana: Metrics Monitoring and Dashboards
2+ day, 18+ hour ago (736+ words) A practical guide to Prometheus and Grafana — the de facto open-source standard for collecting, querying, alerting on, and visualizing metrics — covering Prometheus’s pull-based model, metric types, PromQL, alerting rules, Grafana dashboards, and.NET integration, completing this series’ observability trio alongside…...
How to Use AI to Write a Clear Incident Postmortem
4+ day, 5+ hour ago (211+ words) Writing a clear incident postmortem is one of those tasks that always lands at the worst time — right after an outage, when you're exhausted and the timeline is still fuzzy. AI handles this well if you give it the right…...
Vox Pupuli Container Statistics
1+ week, 1+ day ago (298+ words) Hello everyone! I am excited to share some updates regarding container statistics. For CVEs, we run two scanners: the wildly popular Trivy scanner and Grype from Anchore. Both are run against the latest version of each container, and the results…...
Observe on Apache Iceberg: Unlocking Open Observability
2+ week, 2+ day ago (546+ words) In the private preview, you can: Ingest data into Iceberg via the Observe pipeline without a separate export or ETL step: Your existing ingestion setup is unchanged. Data flows through the Observe ingestion pipeline and is written into standard Iceberg…...
I Cloned a Neural Network in 3,204 Queries — Then Hid a Backdoor in Its Rounding Error
2+ week, 2+ day ago (1480+ words) Model extraction, a transfer attack, steganography in float32 low bits and a selective backdoor — chained …...
Build a System Monitor Dashboard with Python
2+ week, 4+ day ago (243+ words) Let’s build a lightweight, web-based System Monitor Dashboard that tracks your CPU, RAM, and Disk usage in real time. No complex frameworks, no cloud dependencies—just pure Python, Flask, and psutil. Most developers rely on pre-built tools like htop or…...
Grafana Assistant Expands to More Than 30 Data Sources
2+ week, 5+ day ago (528+ words) Ruth Linehan explains how migrating high-performance caching services from Kotlin to Rust shattered internal preconceptions around delivery velocity and engineering overhead. She discusses the ergonomics of the Rust borrow checker, shares how compile-time safety shortens the developer feedback loop, and…...
Grafana Assistant expands with AI agents for investigations, automation, and observability
2+ week, 5+ day ago (529+ words) Grafana Labs has announced the general availability of six AI capabilities, extending Grafana Assistant into an agentic operations layer that detects, investigates, and remediates production issues. The releases include Grafana Assistant Investigations, Grafana Assistant Workspace, Grafana Assistant Automations, the Grafana…...
How to Choose an Observability Platform at Different Growth Stages?
2+ week, 5+ day ago (1331+ words) This guide isn't a feature list. It's a framework: what observability actually means at each stage of growth, the signals that tell you it's time to change your stack, and a structured way to evaluate vendors so the decision holds…...
The Art of Writing a Good Post-Mortem
3+ week, 13+ hour ago (239+ words) A good post-mortem is a piece of technical writing. It should be readable by someone who wasn't there, convey the timeline clearly, and suggest concrete changes. Most are none of these things. They're a wall of Slack screenshots. Here's how…...