Driving continuous progress in observability technology!
This tutorial walks you through creating a Java‑based AI chat agent using Spring AI Alibaba, integrating Alibaba Cloud's large language model, adding function‑calling for weather queries, and enabling full observability with ARMS in a cloud‑native deployment.
This article explores how to design and implement a comprehensive, enterprise‑grade alerting system—covering monitoring fundamentals, MTTF/MTTR concepts, multi‑layer metric collection, alert rule best practices, severity levels, notification channels, false‑positive reduction, and real‑world case studies—to ensure reliable cloud‑native operations.
The article outlines 2025 observability trends, covering the rise of AIOps platforms, AI‑driven prediction, OpenTelemetry becoming the de‑facto standard, unified telemetry platforms, the shift of observability left and right, eBPF’s role in platform engineering, and cost‑effective strategies for modern cloud‑native environments.
In the era of cloud‑native architectures, Alibaba Cloud showcases a non‑intrusive compile‑time Go instrumentation that boosts observability, enriches data, and drives open‑source standards through active contributions to the OpenTelemetry community.
The article examines DeepSeek's rapid rise and the large‑scale malicious attacks it faced, highlighting AI security vulnerabilities, and then provides a detailed, cloud‑native guide on building a comprehensive, observable security architecture on Alibaba Cloud using DDoS protection, WAF, logging, and anomaly detection.
Amid the surge of cloud‑native architectures, Alibaba Cloud showcases its open‑source, compile‑time Go instrumentation that delivers non‑intrusive monitoring, richer data, and cross‑vendor standards via OpenTelemetry, while highlighting extensive community contributions and collaborations that position it as a leading force in modern observability.
A recent data‑center migration caused certain Kubernetes pods to experience significantly higher latency, which was traced to Redis connection‑pool misconfiguration and lock contention in the Gateway service, and resolved through ARMS code‑hotspot analysis and configuration adjustments.
This article explains the technical challenges of cross‑region, cross‑operator network environments and provides a step‑by‑step guide to designing, configuring, and operating a cloud‑native global network quality monitoring solution using synthetic probes, alerts, and dashboards.
The article analyzes why using the auto‑instrumentation command `otel go build -race` causes a crash, tracing the failure to the injected runtime code, the Go‑C calling conventions, and a zeroed race context, and then presents practical fixes to prevent the crash.
This article explains common CPU and JVM memory bottlenecks in Java applications, shows how to detect abnormal usage with monitoring and alerts, and provides step‑by‑step methods—including top, jstack, flame‑graph analysis, and APM tools—to pinpoint and resolve performance hotspots efficiently.
