According to the 2026 State of Kubernetes Optimization Report by CAST AI, average CPU utilization in Kubernetes clusters sits at 8% and memory utilization at 20%, meaning roughly 80% of container spen…
A benchmark comparing Chronos-Bolt and Toto zero-shot forecasting models on Prometheus and OpenSearch telemetry data found that both models outperformed naive baselines on periodic memory signals but …
Packt Publishing released a code repository for "Operational AI with Docker: LLMOps, Agents and Multi-Model Systems with Docker and Kubernetes," providing hands-on examples for building and deploying …
The article explains that OpenCode Go's usage limits are based on dollar amounts ($12 per 5-hour window) rather than request counts, making model routing critical because different models offer vastly…
The article describes a server engineering team's struggle with high CPU usage and latency caused by inefficient event handling in a gaming server. After initially failing with a client-side batching …
Running large language model inference servers like vLLM and TGI in production requires specialized observability because they behave differently from standard web services, with key metrics like late…
InfraPulse, an open-source tool that simplifies deploying a production observability stack—including Prometheus, Grafana, Loki, and Alertmanager—by embedding all configuration into a single Go binary,…
A company building an AI-driven "agentic OS" for DevOps is hiring a remote DevOps Content Engineer based in Latin America. The role requires 3–5 years of DevOps/SRE experience and involves creating te…
Convergent infrastructure requirements for the foundation model lifecycle—including tightly coupled accelerator compute, high-bandwidth networking, and distributed storage—and highlights the growing r…
Technical guide for setting up OpenTelemetry (OTEL) telemetry from Claude Code to Prometheus and Grafana to track AI coding productivity metrics. It details the configuration steps, including enabling…