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Latest from Alibaba Cloud Observability

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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

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 MonitoringElectronMemory Leak

0 likes · 15 min read

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

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 NativeOpenTelemetryTracing

0 likes · 19 min read

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

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

Apr 27, 2026 · Artificial Intelligence

Seeing Inside Hermes: Full Observability of Agent Execution with OpenTelemetry

The article explains how Alibaba Cloud’s Hermes observability plugin, built on OpenTelemetry, makes the entire execution process of AI agents visible by tracing reasoning steps, tool calls, token usage, latency, and security risks, enabling precise cost, performance, and error analysis.

AI AgentCloud NativeHermes

0 likes · 14 min read

Seeing Inside Hermes: Full Observability of Agent Execution with OpenTelemetry

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 agentsCode IndexingKnowledge Graph

0 likes · 26 min read

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

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 NativeHumanoid RobotsLarge-Scale Deployment

0 likes · 15 min read

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

Alibaba Cloud Observability

Apr 6, 2026 · Artificial Intelligence

How OpenClaw’s New Plugin Reveals Every LLM Decision Step

The OpenClaw CMS plugin 0.1.2 upgrades observability for AI agents by fully restoring multi‑round execution traces, stabilizing concurrent chains, adding STEP spans, and quantifying agent metrics, turning raw trace graphs into actionable insights for debugging, testing, cost control, and cross‑team collaboration.

AI operationsLLMOpenClaw

0 likes · 8 min read

How OpenClaw’s New Plugin Reveals Every LLM Decision Step

Alibaba Cloud Observability

Apr 6, 2026 · Cloud Native

How Alibaba Cloud Built Real‑Time OpenAPI Monitoring with Flink + SLS

This article details the design and implementation of a cloud‑native, real‑time monitoring system for Alibaba Cloud OpenAPI, covering background challenges, a Flink‑SLS architecture, multi‑region data processing, checkpoint and state‑backend tuning, source‑side predicate pushdown, visualization with Grafana, and production results.

Cloud NativeFlinkPredicate Pushdown

0 likes · 21 min read

How Alibaba Cloud Built Real‑Time OpenAPI Monitoring with Flink + SLS

Alibaba Cloud Observability

Mar 30, 2026 · Industry Insights

How RocketMQ LiteTopic Redesign Boosts High‑Concurrency AI Voice Interaction

This article analyzes the bottlenecks of real‑time AI voice agents in high‑concurrency scenarios and presents a cloud‑native messaging architecture built on Alibaba Cloud RocketMQ LiteTopic that ensures session stickiness, low latency, automatic channel management, and observable operations for scalable, reliable voice interactions.

LiteTopicMessage ArchitectureRocketMQ

0 likes · 14 min read

How RocketMQ LiteTopic Redesign Boosts High‑Concurrency AI Voice Interaction