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Alibaba Cloud Native Community

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Evolution of Processing: SPL One-Click Acceleration for Log-to-Metric Conversion

This article introduces SPL's one-click acceleration for converting logs to metrics, enhancing performance, observability, and data processing efficiency.

Cracking Five Challenges in Heterogeneous Log Cleaning: Fully Boosting O&M Data Observability

The article presents how Alibaba Cloud Simple Log Service (SLS) solves five major heterogeneous-log challenges to boost observability in new-energy-vehicle O&M systems.

How to Achieve Autonomous Discovery and Use of MCP Services by AI Agents - Nacos MCP Router Deployment Best Practices

The article introduces best practices for deploying the Nacos MCP Router so AI agents can autonomously discover, select, and securely use MCP services.

Leap in Log Collection Efficiency: Comprehensive Upgrade from iLogtail to LoongCollector

This article introduces LoongCollector, a comprehensive upgrade from iLogtail that boosts log collection efficiency, pipeline flexibility, and overall performance in observable data management.

Non-intrusive Go Application Observability Based on Docker Multi-stage Builds

This article describes a non-intrusive Golang application observability method based on Docker multi-stage builds.

Achieve Manus in A Dozen Lines of Code: A Quick Preview of Spring AI Alibaba Graph

This article shows you how to use Spring AI Alibaba to develop workflows and agent applications through three practical examples.

Break Through Data Silos: Practices of Multi-cloud Observability Integration Based on Object Storage Service (OSS)

This article introduces practices for integrating multi-cloud observability data by leveraging OSS file import to break down data silos and enhance real-time log ingestion.

No Increase in GPU, the First Token Latency Decreases by 50% | New Practices in LLM Service Load Balancing

This article introduces innovative load balancing strategies for LLM services that reduce first-token latency by 50% without requiring additional GPU resources.

Best Practices for Multi-Cloud Log Integration with Alibaba Cloud SLS: Optimization of Link, Cost, and High Availability

This article aims to provide comprehensive practical guidance and configuration reference for enterprises to build a stable, low-cost, and highly available global log system.

How We Built an Observability Agent 10x Faster Than Open Source Alternatives

This article introduces LoongCollector, an observability agent engineered to deliver 10x higher throughput with 80% less resource usage than open-source alternatives.

Best Practices for Gin Framework Observability Without Cumbersome Manual Instrumentation

This article focuses on introducing and comparing several official observability solutions recommended for the Gin framework.

Six Common Mistakes in Log Collection Failures: Practices From Local Management Anti-patterns to LoongCollector Standard

This article outlines six common mistakes in log collection and recommends best practices to prevent them, enhancing system observability.

How to Deal with MCP "Tool Poisoning"

The article explains how to detect, reproduce, and mitigate MCP “tool poisoning” attacks by combining eBPF-based observability with large-model security evaluation.

MCP for Observability 2.0 - Six Practices for Making Good Use of MCP

The article introduces the Model Context Protocol (MCP) and six best practices for applying it to Observability 2.0 systems.

Don't Understand PromQL? AI Agents Help You with Large-scale Metric Data Analysis

The article presents PromQL Copilot, an Alibaba Cloud AI agent that converts natural language into precise PromQL queries to simplify large-scale Prometheus metric analysis.

Starting from o11y 2.0: The "More, Faster, Better, Cheaper" Approach to Big Data Pipelines

This article explains how Alibaba Cloud's Simple Log Service (SLS) provides a "more, faster, better, and cheaper" approach to big data pipelines to meet the demands of modern Observability 2.

DeepWiki × LoongCollector: An Understanding of AI Reshaping Open-source Code

This article introduces how DeepWiki reshapes open-source code navigation and collaboration by leveraging AI to transform complex codebases.

AI Gateway Analysis: OpenRouter vs Higress

This article introduces the comparison between OpenRouter and Higress as two distinct types of AI Gateways.

The Moat of AI Agents Context Engineering

This article explains context engineering—the key edge for AI agents—and outlines retrieval, isolation, pruning, and compression strategies.

20 Years of Financial Investment Data Accumulation, Officially Opening MCP Capabilities

This article introduces the Today Investment Financial Data MCP market, an open platform that leverages 20 years of financial data to help developers .

Latest Comments

5251276510954725 Commented on Best Practices for Generating a Unit Test by Using Tongyi Lingma to Simplify Unit Testing

nice

5885210357136728 Commented on Explaining Memory Issues in Java Cloud-Native Practices

Incredibly useful article but without understanding underlying OS process memory management, it could be hard to follow.

5965002955462120 Commented on Implement a New Service Mesh Integrating Sidecarless and Sidecar Modes

<<<<EWFewgw>weg>>>wegweg

5003589663942412 Commented on The Rising of Emerging Software R&D Paradigms Promotes Cloud Computing to Become Serverless

As a website developer myself, I found Øystein Grøvlen's journey fascinating. His transition from a Senior Staff Engineer at Alibaba to working on the MySQL Optimizer

Dikky Ryan Pratama Commented on Koordinator V1.2.0 Supports Node Resource Reservation and Is Compatible with the Rescheduling Policy

awesome!