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Before You Let LLMs Help Migrate Your Observability Stack
5+ hour, 9+ min ago (1319+ words) Questions teams should ask before replacing vendor agents with Open Telemetry. Today, I want to share some lessons from migrating an "...
One container to replace Grafana + Loki + Tempo + Prometheus
6+ hour, 8+ min ago (122+ words) The standard observability stack: Grafana + Loki + Tempo + Prometheus. Four services to deploy, four. .. Tagged with opensource, dotnet, docker, monitoring....
Production Lab: ECS Fargate + Prometheus + Grafana + Loki + Alloy + Node Exporter
1+ day, 1+ hour 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…...
AI SRE in Incident Management: How AI Agents Handle On-Call
1+ day, 10+ hour ago (1000+ words) AI agents now assist with incident triage, investigation, and bounded remediation, but manual alerting struggles to keep pace with faster software delivery. Current evidence supports a governed human-agent model rather than full on-call replacement, with autonomy expanding only after each…...
Grafana and Git Hub Breached: The Risk When Private Code Leaks
3+ day, 13+ hour ago (583+ words) Code from Git Hub and Grafana is in criminal hands. Secrets buried inside could open doors no one is thinking of protecting yet, and AI will make hunting 0-days in that private code faster than ever. As a security researcher…...
Chroma DB 'Chroma Toast' Bug Exposes Thousands Of AI Servers
3+ day, 22+ hour ago (21+ words) Researchers at Hidden Layer have disclosed a critical flaw in Chroma DB that allows attackers to execute malicious AI models before authentication, exposing...
Grafana 'No Data' after migration: 7 reconcilers we had to kill first
4+ day, 4+ hour ago (178+ words) The first fix lasted 90 seconds. We had corrected the Grafana datasource URL from prometheus: 9999. .. Tagged with k8s, reliability, kubernetescicd....
What is an Observability Pipeline? - The Complete Guide [2026]
4+ day, 12+ hour ago (1314+ words) Modern engineering teams are drowning in telemetry data. A mid-sized Kubernetes cluster running 50 microservices can generate millions of log lines per minute. Add distributed traces, Prometheus metrics, cloud provider events, and application-level instrumentation and you're looking at terabytes of observability…...
Git Hub, Grafana Labs breaches traced back to Tan Stack supply chain compromise
4+ day, 16+ hour ago (597+ words) Git Hub CISO Alexis Wales has named the malicious VS Code extension behind the breach they suffered at the hands of the threat group Team PCP: Nx Console, a popular developer tool with 2. 2 million installs. A malicious version of the…...
End-to-End Observability for v LLM and TGI: from DCGM to Tokens
4+ day, 14+ hour ago (1547+ words) Running large language model inference servers in production exposes gaps that neither stock Prometheus dashboards nor the official documentation of v LLM or TGI cover completely. This article maps the layers that matter, names the exact signals to scrape and…...
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