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Unraveling the Complexity of AI Agents with MLflow: How LLM Workflow Observability Transforms Debugging, Evaluation, and Operations｜tam2
2+ day, 19+ hour ago (124+ words) This video, published by IBM Technology, focuses on the challenges of observability in multi-agent LLM (Large Language Model) applications. It explains how MLflow identifies and resolves AI-specific issues that are often overlooked by traditional monitoring. It suggests that this improves…...
We spent the first twenty three minutes of an outage reading staging's graphs
4+ hour, 9+ min ago (792+ words) Checkout was returning errors for about one request in three and the dashboard in front of four engineers was entirely healthy. Request rate normal, error rate flat, latency at a hundred and eighty milliseconds. Everything on the screen was accurate,…...
JobMaster achieving horizontal scaling for.NET jobs while maintaining a centralised audit log
4+ hour, 31+ min ago (50+ words) How JobMaster's bucket system solves the tradeoff between horizontal scaling and a centralized audit trail for.NET background jobs. Tagged with dotnet, csharp, architecture, opensource....
What is TabGen? A free local app that turns a prompt into a Tableau dashboard — and why it's not just another MCP server
5+ hour, 36+ min ago (554+ words) If you've ever opened Tableau Desktop with a clean CSV and then lost an hour to clicking — dragging pills onto shelves, fixing an axis, rebuilding the same profit-ratio calc for the hundredth time — this post is for you. TabGen is…...
My "real reading" metric has only ever been fired by bots
6+ hour, 27+ min ago (527+ words) My problem is ordinary: most of what touches a small site is not a reader. It is scrapers, link checkers, indexers. Visit duration does not help me — the tool I use defines a bounce as a visit with a single…...
How a Real-World Incident in Uttarakhand Inspired Me to Build a Secure School Management Portal
7+ hour, 32+ min ago (1077+ words) A personal project about school management, cybersecurity, and building software with a... Tagged with webdev, security, beginners, showdev....
Inside CubeAPM’s Bet On Cost-Efficient Enterprise Observability
17+ hour, 58+ min ago (1382+ words) CubeAPM is building an observability platform to challenge global players such as Datadog and New Relic with a lower-cost, self-hosted architecture. As enterprises generate more telemetry and face rising monitoring costs, CubeAPM is betting that predictable pricing and infrastructure efficiency…...
OpenTelemetry tracing for Dagster, without monkeypatching or giving up @op/@asset
10+ hour, 41+ min ago (177+ words) Dagster doesn't have a built-in way to get OpenTelemetry traces out of a run. There's an open issue on the main repo asking for it (dagster-io/dagster#11191), and a more specific one asking for trace/span IDs correlated into log…...
Error Monitoring with Sentry: Bridging Frontend and Backend｜AutoIncome
1+ day, 10+ hour ago (474+ words) Monitoring frontend and backend errors separately prevents you from seeing the full picture of a problem. With the backend integration feature Sentry implemented later, you can link frontend session recordings to backend errors. By using the tracing data model, you…...
Delta Lake UniForm Is the Real Fix for the Snowflake-vs-Databricks Standoff | HackerNoon
1+ day, 20+ hour ago (403+ words) Second copies are the real tax. Datasets get duplicated across both platforms simply so each team can use the tool suited to its job. That means double storage cost, two sets of transformation jobs to keep in sync, and inevitably…...