Tagged articles

STAROps

16 articles · Page 1 of 1

Oct 26, 2026 · Cloud Native

STAROps & ROS Agent: End-to-End Cloud Resource Automation from Deploy to Recovery

This article demonstrates how Alibaba Cloud's STAROps digital employee and ROS Agent collaborate to automate cloud resource operations across three scenarios: deploying a promotional service, integrating logs, metrics, and APM with alerts, and diagnosing and recovering from a CPU saturation incident during a sales event.

Alibaba CloudAuto ScalingCloud Operations

0 likes · 21 min read

STAROps & ROS Agent: End-to-End Cloud Resource Automation from Deploy to Recovery

Alibaba Cloud Native

Oct 14, 2026 · Frontend Development

Debugging React toFixed Crashes with STAROps: From Stack Traces to Fix Verification

This case study demonstrates using STAROps and RUM to debug a React e-commerce app's toFixed error on undefined discount values, tracing JS and React component stacks via SourceMap to identify affected pages, fixing the formatting function, verifying recovery via cart_added and order_paid events, and setting up automated release observation.

ErrorBoundaryRUMReAct

0 likes · 14 min read

Debugging React toFixed Crashes with STAROps: From Stack Traces to Fix Verification

Alibaba Cloud Native

Oct 13, 2026 · Cloud Native

Alibaba Cloud STAROps Upgrade Introduces Agentic Ops for Closed-Loop Problem Resolution

Alibaba Cloud's upgraded STAROps platform introduces Agentic Ops, combining unified operations context, cross-domain evidence-based diagnosis, and continuous closed-loop resolution through long-term missions and tiered execution to shift from human-driven troubleshooting to autonomous problem resolution with human oversight.

Agentic OpsAlibaba CloudFindings

0 likes · 14 min read

Alibaba Cloud STAROps Upgrade Introduces Agentic Ops for Closed-Loop Problem Resolution

Alibaba Cloud Observability

Sep 1, 2026 · Cloud Native

Cross-Layer Root Cause Analysis: How STAROps & Yaochi Agent Trace Alerts to Missing Indexes & Blocking Lua Scripts

The article demonstrates how STAROps' full-stack correlation combined with Yaochi Agent's deep database diagnosis enables cross-layer root cause analysis across three real incidents: an RDS missing index, a Redis Lua script blocking the single thread, and an EVAL command causing CPU saturation, showing command-level diagnostic precision.

EVAL commandLua scriptObservability

0 likes · 14 min read

Cross-Layer Root Cause Analysis: How STAROps & Yaochi Agent Trace Alerts to Missing Indexes & Blocking Lua Scripts

Alibaba Cloud Native

Aug 30, 2026 · Operations

Tracing Business Alerts to Database Root Causes with STAROps and Yaoci Agent

The article demonstrates how STAROps full‑stack correlation combined with the Yaoci Agent’s deep database diagnostics can turn a frontend latency alert into a precise root‑cause finding—such as a missing index in RDS or a Lua script blocking Redis—through three real‑world L3 to L4 case studies.

Database DiagnosticsRDSRedis

0 likes · 11 min read

Tracing Business Alerts to Database Root Causes with STAROps and Yaoci Agent

Alibaba Cloud Native

Aug 9, 2026 · Mobile Development

Reconstructing an AI App’s Waiting Experience with Flutter RUM Monitoring

This article explains how to use Alibaba Cloud's Flutter RUM SDK to correlate user actions, network requests, long‑tasks and errors, reconstructing the full “spinning page” scenario in AI applications, and shows how STAROps can pinpoint interface failures, client‑side blocks, and rendering bottlenecks with concrete integration steps and code examples.

FlutterObservabilityRUM

0 likes · 20 min read

Reconstructing an AI App’s Waiting Experience with Flutter RUM Monitoring

Alibaba Cloud Native

Aug 4, 2026 · Operations

From Building Wheels to Embedding OpenAPI: Jingchen’s Choice of an Intelligent Ops Foundation

Facing exploding system complexity, unclear global topology, fragmented observability data, and noisy alerts, Jingchen migrated its full‑stack to the cloud and adopted Alibaba Cloud STAROps, a unified CMS 2.0 data base, UModel digital‑twin topology, and OpenAPI‑driven AI diagnostics to turn heavy‑lifting ops work into an automated, business‑focused capability.

Cloud NativeObservabilityOpenAPI

0 likes · 10 min read

From Building Wheels to Embedding OpenAPI: Jingchen’s Choice of an Intelligent Ops Foundation

Alibaba Cloud Infrastructure

Jul 30, 2026 · Operations

Give Your ECS a 24/7 AI Doctor with STAROps Host Intelligent Inspection

Server failures usually stem from slowly accumulating issues that traditional monitoring misses, and STAROps Host Intelligent Inspection offers an automated, full‑stack health check with an AI doctor that pinpoints root causes across CPU, memory, disk, network and hardware, delivering concrete remediation and preventing costly outages.

AI diagnosisAlibaba CloudAutomated Inspection

0 likes · 12 min read

Give Your ECS a 24/7 AI Doctor with STAROps Host Intelligent Inspection

Alibaba Cloud Infrastructure

Jul 29, 2026 · Operations

Why Alibaba Cloud Became the Only APAC Challenger in Gartner’s 2026 Observability Magic Quadrant

Alibaba Cloud has entered the Challenger quadrant of Gartner’s 2026 Magic Quadrant for Observability Platforms—the sole APAC vendor—by unifying its monitoring, logging, and tracing services into CMS 2.0 and launching the STAROps AI‑driven operations platform that enables 24/7 autonomous root‑cause analysis and closed‑loop remediation.

AI OpsAlibaba CloudCMS 2.0

0 likes · 5 min read

Why Alibaba Cloud Became the Only APAC Challenger in Gartner’s 2026 Observability Magic Quadrant

Alibaba Cloud Native

Jul 26, 2026 · Industry Insights

Alibaba Cloud Becomes Asia‑Pacific’s Only Challenger in Gartner’s Observability Magic Quadrant

Gartner’s 2026 Magic Quadrant for Observability Platforms places Alibaba Cloud as the sole APAC challenger, highlighting its CMS 2.0 unified data foundation and STAROps global intelligent‑operations platform that enable AI Agents to autonomously perform 24/7 root‑cause analysis through closed‑loop remediation, showcasing strong intelligent‑ops competitiveness worldwide.

AI AgentAlibaba CloudCMS 2.0

0 likes · 4 min read

Alibaba Cloud Becomes Asia‑Pacific’s Only Challenger in Gartner’s Observability Magic Quadrant

Alibaba Cloud Native

Jul 21, 2026 · Operations

How STAROps RUM Inspection Detects Experience Degradation Early

The article explains how STAROps leverages Real User Monitoring (RUM) to continuously analyze page performance, API latency, user behavior, crashes and conversion metrics, combine them on a per‑object basis, and generate automated inspection reports that surface experience degradation before alerts fire.

API p95Automated RCAINP

0 likes · 15 min read

How STAROps RUM Inspection Detects Experience Degradation Early

Alibaba Cloud Observability

Jul 6, 2026 · Operations

How Qoder Embeds Ops Capability to Pinpoint Root Causes in One Sentence

The article shows how integrating Alibaba Cloud's STAROps plugin into Qoder lets developers diagnose production incidents with natural‑language queries, automatically gathering logs, metrics, topology and change data to deliver a structured root‑cause analysis and even generate fix code, cutting investigation time from tens of minutes to a few minutes.

AICloud NativeDevOps

0 likes · 14 min read

How Qoder Embeds Ops Capability to Pinpoint Root Causes in One Sentence

Alibaba Cloud Native

Jun 9, 2026 · Cloud Native

Agentic AICon Recap: Agent Infrastructure and AgentOps Insights

The Agentic AICon event gathered over 180 technical professionals to dissect enterprise‑scale agent engineering, presenting the full lifecycle of Agent Infra—including construction, deployment, observability, and intelligent operations—through detailed sessions on HiClaw, AgentRun, AgentLoop, STAROps, and a RocketMQ‑based asynchronous architecture.

AI AgentsAgent InfraAgentLoop

0 likes · 6 min read

Agentic AICon Recap: Agent Infrastructure and AgentOps Insights

Alibaba Cloud Native

Jun 8, 2026 · Operations

From Alarm Storms to Proactive Immunity: Geely Auto’s Intelligent Operations Journey

Facing exploding alarm volumes, cross‑cloud data silos, and slow root‑cause resolution, Geely Auto partnered with Alibaba Cloud STAROps to build a three‑step data foundation that unified heterogeneous data, enabled AI‑driven insight, and transformed the ops team from reactive responders to proactive platform operators.

AIOpsCloud NativeData Unification

0 likes · 9 min read

From Alarm Storms to Proactive Immunity: Geely Auto’s Intelligent Operations Journey

Alibaba Cloud Native

Jun 3, 2026 · Operations

How Ontology Can Help Enterprises Overcome Token‑Maxxing Costs

This article analyses why AI agents consume massive token budgets—showing that input tokens dominate costs, presenting data from academic papers, industry benchmarks, and Reddit traces, and demonstrating how ontology‑driven solutions like UModel and STAROps can dramatically reduce token usage in real‑world operations.

AIOpsDependency ExplorationLarge Language Models

0 likes · 15 min read

How Ontology Can Help Enterprises Overcome Token‑Maxxing Costs

Alibaba Cloud Native

May 28, 2026 · Operations

Can Ontology Really Improve Your AIOps Agent?

The article explains how ontology—an explicit, unambiguous knowledge map—addresses the cognitive and data challenges of AIOps, describes the UModel framework that models entities, relationships, and telemetry, and shows how the STAROps agent built on UModel delivers more accurate, explainable, and trustworthy operations intelligence.

AIOpsCloud NativeKnowledge Graph

0 likes · 16 min read

Can Ontology Really Improve Your AIOps Agent?