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AgentScope integrates Google’s A2A protocol with Nacos as a default registry to enable unified discovery, governance, and cross‑framework collaboration of agents across diverse language stacks, addressing challenges of multi‑team coordination, protocol heterogeneity, and production‑grade deployment.
This article explains the challenges of managing hundreds of tools for AI agents, introduces a semantic‑driven tool selection approach via the Higress AI Gateway extension for AgentScope Java, and provides performance data, code examples, and a quick‑start guide for developers.
This article explains why mobile observability often falls into a black‑hole, outlines a four‑step solution that makes the mobile client the first hop of a distributed trace by sharing a common Trace ID, and demonstrates the approach with a real‑world slow‑query debugging case using Alibaba Cloud RUM.
This guide walks you through advanced integration of AgentRun Browser Sandbox with BrowserUse, covering architecture, dependency setup, environment configuration, multi‑step task orchestration, VNC monitoring, sandbox lifecycle management patterns, security hardening, observability, cost‑optimization strategies, and production deployment with health checks and troubleshooting tips.
This article explains how Alibaba Cloud CloudMonitor 2.0 integrates SysOM intelligent diagnosis to automatically detect, analyze, and remediate I/O anomalies in multi‑tenant cloud environments, detailing the architecture, dynamic threshold algorithm, anomaly‑trigger logic, and real‑world case studies.
This article examines the evolution of IT observability, explains why traditional metrics, traces, and logs fall short for AI‑driven operations, and introduces UModel—a graph‑based universal observability model that structures fragmented data into a semantic runtime context for autonomous AIOps agents.
The Guangzhou AI‑native application salon gathered over 140 tech professionals to share deep technical insights on AgentScope Java, the HiMarket AI platform, Serverless‑based AgentRun, LoongSuite observability, and RocketMQ‑driven A2A communication, concluding with a hands‑on workshop for building intelligent agents.
Backend developers often struggle with log queries that become unbearably slow at scale, causing timeouts and alerts; this article details how applying Alibaba Cloud Log Service materialized views transformed several real‑world cases—from high‑concurrency SDK calls to complex de‑duplication and latency‑comparison queries—cutting response times from seconds to milliseconds and delivering stable performance.
This article provides a clear, step‑by‑step explanation of Nginx, Ingress, Ingress Controllers, the Ingress API, Nginx Ingress, Higress, and the next‑generation Gateway API, comparing their roles, strengths, weaknesses, and migration paths within Kubernetes‑based cloud‑native environments.
This article explains how AI agents overcome context window limits by using memory systems, distinguishes short‑term (session) and long‑term (cross‑session) memory, compares implementations in Google ADK, LangChain and AgentScope, and outlines context‑engineering techniques, core components, challenges, and emerging trends.
