1+ hour, 25+ min ago  (22+ words) Three weeks ago someone on the AWS Builders Slack posted something that stopped me cold. Their. .. Tagged with ai, sre, devops, platformeng....

3+ hour, 40+ min ago  (1474+ words) For the HNG Dev Ops Stage 6 task, our team built a production-grade observability and reliability platform for the Anvila API. The goal was not just to check whether a server was up or down. We needed to build a monitoring…...

10+ hour, 38+ min ago  (167+ words) A couple of years ago we built our own incident management system instead of buying one. I'd do it again. Here's why, and the pieces that mattered. We looked at Pager Duty, Incident. io, Fire Hydrant, and a couple of…...

14+ hour, 48+ min ago  (832+ words) Mudit Singh is the Co-Founder and Head of Growth at Test Mu AI, an AI-native unified enterprise test execution cloud platform. "We've perfected the art of testing in silos. But unfortunately, that approach doesn't work well. Front-end teams have sophisticated…...

4+ day, 23+ hour ago  (738+ words) AI workloads require modern Kubernetes ingress. Legacy tools can't handle dynamic scaling, API traffic, and real-time security at AI scale Kubernetes has become the foundation for this shift. As organizations modernize application delivery, ingress is moving to the forefront. Once…...

1+ day, 3+ hour ago  (486+ words) A practical guide to AIOps built on telemetry, signal correlation, and safe automation instead of hype. Tagged with aiops, observability, sre, automation....

3+ week, 4+ day ago  (816+ words) Observability lets you understand a system from the outside by letting you ask questions about that system without knowing its inner workings. Furthermore, it allows you to easily troubleshoot and handle novel problems, that is, "unknown unknowns. It also helps…...

1+ day, 7+ hour ago  (624+ words) Both tools are indispensable for the "observability" of our systems. However, they serve different functions and shine in different scenarios. In this post, we will take a deep dive into what logs and metrics are, how they differ, their strengths…...

1+ day, 6+ hour ago  (734+ words) In a monolithic application, debugging a slow or failing request is straightforward, you have one codebase, one log stream, and one execution context to reason about. In a microservices architecture, a single user request can touch a dozen services, three…...

1+ day, 12+ hour ago  (58+ words) Most agent monitoring is "log everything and grep later." That's not monitoring " that's archaeology. Every pipeline run generates a trace: When your agent pipeline runs 100+ times per day, "check the logs" doesn't scale. You need: We built Agent Forge because…...