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Alibaba Cloud Observability
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Alibaba Cloud Observability

Driving continuous progress in observability technology!

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Recent Articles

Latest from Alibaba Cloud Observability

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Alibaba Cloud Observability
Alibaba Cloud Observability
Jul 13, 2026 · Frontend Development

Seeing Every User Action: How Session Replay and Heatmaps Enable Data‑Driven Front‑End Optimization

The article explains how Alibaba Cloud's CMS 2.0 uses Session Replay to record DOM changes and user interactions, and three types of heatmaps—click, area, and scroll—to provide low‑overhead, privacy‑controlled insights that help developers reproduce bugs, analyze conversion funnels, and improve overall front‑end user experience.

Observabilityfrontend monitoringheatmap
0 likes · 15 min read
Seeing Every User Action: How Session Replay and Heatmaps Enable Data‑Driven Front‑End Optimization
Alibaba Cloud Observability
Alibaba Cloud Observability
Jul 6, 2026 · Cloud Native

Observe Every AI Agent Call Without Changing a Single Line of Code

OBI uses Linux kernel eBPF instrumentation to automatically capture and parse all AI‑related HTTP traffic—covering LLM, embedding, vector search, rerank and MCP tool calls—producing OpenTelemetry‑compatible traces and metrics without any code changes, enabling full‑stack observability of multi‑provider AI agents across languages with only ~1% CPU overhead.

AI ObservabilityCloud NativeGenAI
0 likes · 21 min read
Observe Every AI Agent Call Without Changing a Single Line of Code
Alibaba Cloud Observability
Alibaba Cloud Observability
Jul 6, 2026 · Cloud Native

Why Is My AI Agent Slow? Using a Node.js Probe to Unify Model, Tool, and Service Traces

The article analyzes how modern Node.js services act as a convergence layer for HTTP, databases, caches, RPCs, and AI calls, making performance problems cross‑layer, and introduces Alibaba Cloud ARMS Node.js probe that, with a single integration, automatically gathers APM, AI observability, runtime health, and dynamic configuration to provide full‑stack tracing and simplify troubleshooting.

APMObservabilityOpenTelemetry
0 likes · 17 min read
Why Is My AI Agent Slow? Using a Node.js Probe to Unify Model, Tool, and Service Traces
Alibaba Cloud Observability
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 Observability
Alibaba Cloud Observability
Jun 22, 2026 · Operations

How One‑Line Code Turns Electron Apps into Fully Observable Desktop Agents

The article analyzes the monitoring blind spots of Electron's dual‑process architecture—native crashes, fragmented data, unreliable reporting, and IPC opacity—and presents @arms/rum-electron, a zero‑config SDK that injects full‑stack observability, WASM‑based crash parsing, tRPC tracing, memory‑leak detection, and multi‑protocol distributed tracing, while comparing it to Sentry and generic RUM solutions.

Crash MonitoringElectronObservability
0 likes · 15 min read
How One‑Line Code Turns Electron Apps into Fully Observable Desktop Agents
Alibaba Cloud Observability
Alibaba Cloud Observability
Jun 22, 2026 · Cloud Native

Zero‑Code Full‑Stack Observability with OpenTelemetry eBPF: CloudMonitor 2.0’s In‑Kernel “Lens”

OpenTelemetry eBPF Instrumentation (OBI) injects a kernel‑level, zero‑code probe that automatically captures OpenTelemetry‑compatible traces, metrics, and logs for over 15 protocols—including HTTP, gRPC, MySQL, Redis, Kafka, and CUDA—while handling cross‑language context propagation, GPU tracing, and seamless integration with CloudMonitor 2.0.

Cloud NativeMetricsObservability
0 likes · 19 min read
Zero‑Code Full‑Stack Observability with OpenTelemetry eBPF: CloudMonitor 2.0’s In‑Kernel “Lens”
Alibaba Cloud Observability
Alibaba Cloud Observability
Jun 15, 2026 · Cloud Native

Measuring AI Coding Impact from Individual to Organization with LoongSuite‑Pilot and SLS

This article details how LoongSuite‑Pilot captures heterogeneous AI coding agent events and leverages Alibaba Cloud Log Service (SLS) SQL dashboards to provide end‑to‑end, organization‑wide metrics—covering individual usage, team adoption, token consumption, skill and tool utilization—enabling R&D teams to quantify the real‑world effectiveness of AI coding assistants.

AI codingCloud LoggingDevOps
0 likes · 21 min read
Measuring AI Coding Impact from Individual to Organization with LoongSuite‑Pilot and SLS
Alibaba Cloud Observability
Alibaba Cloud Observability
Apr 27, 2026 · Artificial Intelligence

From Observability to Understanding: Building an Agent‑Native Code Knowledge Graph with UModel

The article analyzes current AI code agents such as Claude Code and Cursor, highlights their three major limitations—guessing relationships, staying within the code domain, and lacking a temporal dimension—and proposes UModel’s deterministic AST extraction and cross‑domain linking to create a native code knowledge graph that lets agents move from merely finding code to truly understanding its structure.

AI AgentsArchitecture GovernanceKnowledge Graph
0 likes · 26 min read
From Observability to Understanding: Building an Agent‑Native Code Knowledge Graph with UModel
Alibaba Cloud Observability
Alibaba Cloud Observability
Apr 27, 2026 · Operations

Scaling Humanoid Robot Operations: Insights from the Human‑Robot Half‑Marathon

The half‑marathon race of over 300 humanoid robots highlighted three core operational bottlenecks—environmental uncertainty, hidden hardware‑software coupling risks, and outdated maintenance models—prompting a cloud‑native observability solution that combines metrics, tracing, and log governance to enable predictive, tiered fault handling for large‑scale deployments.

Cloud NativeEdge ComputingLarge-Scale Deployment
0 likes · 15 min read
Scaling Humanoid Robot Operations: Insights from the Human‑Robot Half‑Marathon