News
Building an Autonomous SRE Agent: From Raw Telemetry to Safe, AI-Driven Remediation
2+ hour, 33+ min ago (380+ words) Modern Site Reliability Engineering (SRE) teams manage hundreds of microservices with complex interdependencies. When an incident occurs, engineers must manually query multiple observability backends, correlate signals across layers, consult historical post-mortems, and execute runbooks. This manual process leads to high…...
I got tired of writing post-mortems " so I built RCAi for SREs
5+ hour, 49+ min ago (88+ words) I'm an SRE at Sony Interactive Entertainment. After a week where my teammate had four incidents (and four RCAs), I built something for the blank-page problem after every outage. RCAi turns an incident timeline into a structured post-mortem / RCA: Free:…...
Production Lab: ECS Fargate + Prometheus + Grafana + Loki + Alloy + Node Exporter
6+ hour, 9+ min ago (254+ words) You will build this architecture: Officially, ECS Fargate tasks use task execution roles for ECS actions like pulling images/logging, and task roles for application AWS permissions. (AWS Documentation) Alloy supports ECS/Fargate container metrics using the ECS Task Metadata…...
How Logs Travel From Your EKS Pod to Datadog
8+ hour, 7+ min ago (245+ words) If you're running applications on Kubernetes using Amazon EKS and suddenly seeing logs appear in. .. Tagged with aws, devops, kubernetes, monitoring....
Observability for any agent, anywhere: Production-ready tracing with Open Telemetry & Unity Catalog on Databricks
2+ day, 12+ hour ago (1423+ words) Join us at the world's largest data, apps and AI event. Open Telemetry traces in Unity Catalog create a continuous improvement flywheel for AI agents through analytics, evals, and monitoring. by Firas Farah, Bruno Faria and Anoop Sunke As AI…...
CNCF's Open Telemetry achieves graduated status
2+ day, 13+ hour ago (107+ words) The open source observability framework graduated out of CNCF incubation after seven years. The CNCF's fastest growing project since Kubernetes, Open Telemetry, has graduated from the foundation's incubation scheme after a two year process. The open source observability framework, which…...
I Revived a Broken MLOps Platform " Now It's Self-Service, Policy-Guarded, and Operationally Credible
2+ day, 10+ hour ago (333+ words) I abandoned this Kubernetes platform on April 4th. 48 days later I rebuilt it: Crash Loop Back Off everywhere " self-service Git Ops, policy enforcement, and deterministic recovery. 21 checks. 0 failures. Here's exactly how Git Hub Copilot helped. Tagged with devchallenge, githubchallenge, githubcopilot, mlops....
Databricks Adds Open Telemetry Tracing
2+ day, 9+ hour ago (306+ words) AI Tracing Challenges leads to Traditional Observability Limits. Traditional Observability Limits solves with Databricks Unity Catalog. Databricks Unity Catalog uses Open Telemetry Tracing. Open Telemetry Tracing enables Serverless Ingestion. Databricks Unity Catalog provides Governed Observability. Governed Observability enables Deeper Analytics....
Why Your Logs Are Useless Without Traces
2+ day, 19+ hour ago (556+ words) Rendered visually, a trace is a waterfall: time on the horizontal axis, services and operations on the vertical, each span a coloured bar whose width is its duration. The slow span is the wide one. The failed span is red....
Why Your AI Agent Is a Black Box (And How to Fix It with Open Telemetry)
3+ day, 12+ hour ago (871+ words) You built the agent. It works in testing. Then it hits production and starts giving wrong answers, timing out, or burning through your token budget, and you have no idea why. This is when developers discover that print statements and…...