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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 28, 2025 · Information Security

How to Standardize and Collect Enterprise Firewall Logs with LoongCollector

This guide explains why modern enterprises need unified log collection for diverse security devices, introduces LoongCollector's flexible configuration for parsing and standardizing firewall logs from WAF, FortiGate, and Palo Alto, and provides step‑by‑step examples, code snippets, and visual results to enable efficient threat analysis and compliance.

Log Collectionfirewalllog standardization
0 likes · 17 min read
How to Standardize and Collect Enterprise Firewall Logs with LoongCollector
Alibaba Cloud Observability
Alibaba Cloud Observability
Jul 21, 2025 · Artificial Intelligence

How AI Agent Architecture Is Transforming Software Engineering Practices

The article explores the evolution of AI Agent technical architecture, its four core capability dimensions, the pivotal role of observability and security, and introduces LoongSuite as a high‑performance, low‑cost observability suite that supports multi‑language agents and future cloud‑native AI developments.

AI AgentCloud NativeLoongSuite
0 likes · 18 min read
How AI Agent Architecture Is Transforming Software Engineering Practices
Alibaba Cloud Observability
Alibaba Cloud Observability
Jul 14, 2025 · Cloud Native

How to Tame Massive New‑Energy‑Vehicle Logs with Cloud‑Native SLS Data Cleaning

This article explains the five major challenges of handling heterogeneous, weakly‑structured log data in the new‑energy‑vehicle ecosystem and demonstrates how Alibaba Cloud's Log Service (SLS) provides cloud‑native, real‑time data cleaning, cross‑region aggregation, cost‑optimized storage, and visual lineage to enable comprehensive operational insight and intelligent management.

Log ProcessingSLSdata cleaning
0 likes · 18 min read
How to Tame Massive New‑Energy‑Vehicle Logs with Cloud‑Native SLS Data Cleaning
Alibaba Cloud Observability
Alibaba Cloud Observability
Jul 7, 2025 · Information Security

Tracing Malicious Attacks with Alibaba Cloud SLS SQL and Automated Multi‑Cloud Defense

This article walks through a real‑world case where a large platform suffered a massive traffic‑based attack, showing how Alibaba Cloud Log Service (SLS) SQL can extract high‑frequency IPs, join them with user identifiers, perform geographic analysis, and automatically update AWS and Alibaba WAF rules to block malicious sources.

SLSSQLattack tracing
0 likes · 13 min read
Tracing Malicious Attacks with Alibaba Cloud SLS SQL and Automated Multi‑Cloud Defense
Alibaba Cloud Observability
Alibaba Cloud Observability
Jun 30, 2025 · Cloud Native

How to Seamlessly Integrate Multi‑Cloud Data with Alibaba Cloud SLS Object Import

This guide explains the challenges of multi‑cloud data fusion, introduces Alibaba Cloud Log Service (SLS) object import architecture with parallel file discovery and data pulling, details supported file and compression formats, elastic scaling for traffic spikes, and provides step‑by‑step hands‑on tutorials for importing OSS and S3 data, plus real‑world billing and operation audit use cases.

AWS S3Log ServiceMulti-Cloud
0 likes · 18 min read
How to Seamlessly Integrate Multi‑Cloud Data with Alibaba Cloud SLS Object Import
Alibaba Cloud Observability
Alibaba Cloud Observability
Jun 24, 2025 · Operations

Avoid These 6 Log Management Anti‑Patterns to Keep Your Observability Reliable

This article examines common log‑management anti‑patterns—such as copy‑truncate rotation, NAS storage, multi‑process writes, file‑hole creation, frequent overwrites, and Vim edits—explains why they cause data loss or duplicate collection, and offers practical best‑practice recommendations for reliable log handling in cloud‑native environments.

Anti-PatternsBest PracticesLog Rotation
0 likes · 8 min read
Avoid These 6 Log Management Anti‑Patterns to Keep Your Observability Reliable
Alibaba Cloud Observability
Alibaba Cloud Observability
Jun 16, 2025 · Artificial Intelligence

Mastering AI Application Observability: From Metrics to Full‑Stack Tracing

This article explains why cost and performance are critical in the AI era, outlines the three main pain points of AI application development, and details a full‑stack observability solution—including architecture layers, key metrics like TTFT and TPOT, OpenTelemetry tracing, and practical tips for frameworks such as Dify—integrated into Alibaba Cloud CloudMonitor 2.0.

AI ObservabilityAI application monitoringLLM performance
0 likes · 21 min read
Mastering AI Application Observability: From Metrics to Full‑Stack Tracing
Alibaba Cloud Observability
Alibaba Cloud Observability
Jun 9, 2025 · Cloud Native

Unlock Cross‑Region Log Analysis with SLS StoreView: A Practical Guide

This article explains how Alibaba Cloud's SLS StoreView feature enables seamless, real‑time cross‑region and cross‑project log queries, replacing complex ETL pipelines with virtual logstores and offering powerful SPL‑based data processing, visibility control, and schema alignment for efficient cloud‑native observability.

SLSSPLStoreView
0 likes · 10 min read
Unlock Cross‑Region Log Analysis with SLS StoreView: A Practical Guide