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Alibaba Cloud Native

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Latest from Alibaba Cloud Native

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Alibaba Cloud Native

Jun 9, 2026 · Cloud Native

Agentic AICon Recap: Agent Infrastructure and AgentOps Insights

The Agentic AICon event gathered over 180 technical professionals to dissect enterprise‑scale agent engineering, presenting the full lifecycle of Agent Infra—including construction, deployment, observability, and intelligent operations—through detailed sessions on HiClaw, AgentRun, AgentLoop, STAROps, and a RocketMQ‑based asynchronous architecture.

AI AgentsAgent InfraAgentLoop

0 likes · 6 min read

Agentic AICon Recap: Agent Infrastructure and AgentOps Insights

Alibaba Cloud Native

Jun 8, 2026 · Artificial Intelligence

Code Harness vs. Model-Driven Harness: Can Agent Control Be Expressed as Executable Natural Language?

The article reviews the "Natural-Language Agent Harnesses" paper, explains the distinction between code, middleware, and harness layers for LLM agents, introduces NLAH and IHR concepts, and details experimental evaluations that show natural‑language harnesses can match code‑based control while exposing new trade‑offs and risks.

Benchmark EvaluationIntelligent Harness RuntimeLLM Agents

0 likes · 13 min read

Code Harness vs. Model-Driven Harness: Can Agent Control Be Expressed as Executable Natural Language?

Alibaba Cloud Native

Jun 8, 2026 · Operations

From Alarm Storms to Proactive Immunity: Geely Auto’s Intelligent Operations Journey

Facing exploding alarm volumes, cross‑cloud data silos, and slow root‑cause resolution, Geely Auto partnered with Alibaba Cloud STAROps to build a three‑step data foundation that unified heterogeneous data, enabled AI‑driven insight, and transformed the ops team from reactive responders to proactive platform operators.

AIOpsCloud NativeData Unification

0 likes · 9 min read

From Alarm Storms to Proactive Immunity: Geely Auto’s Intelligent Operations Journey

Alibaba Cloud Native

Jun 7, 2026 · Cloud Native

Eliminate Complex Integration: AI Agent Skill Powers Cloud Monitoring

The article shows how Alibaba Cloud's CMS CLI and the AI‑driven alibabacloud‑cms‑manage Skill turn a multi‑step observability setup into a single natural‑language command, detailing the six‑step CLI workflow, the two‑stage confirmation safety, and a full K8s LangChain auto‑integration demo.

AI agentAutomationCLI

0 likes · 10 min read

Eliminate Complex Integration: AI Agent Skill Powers Cloud Monitoring

Alibaba Cloud Native

Jun 5, 2026 · Artificial Intelligence

Cut AI Agent Costs by 90% Using Alibaba Cloud MSE AI Task Scheduling with Sandbox

The article explains why stateful, security‑isolated AI agents suffer low resource utilization and high costs, and shows how Alibaba Cloud MSE AI task scheduling combined with Agent Sandbox’s dynamic sleep‑wake mechanism can reduce agent operating expenses by more than 90%, illustrated with a concrete five‑job scenario.

AI AgentsAlibaba CloudMSE

0 likes · 7 min read

Cut AI Agent Costs by 90% Using Alibaba Cloud MSE AI Task Scheduling with Sandbox

Alibaba Cloud Native

Jun 4, 2026 · Artificial Intelligence

AgentScope Java 2.0: A Distributed, Enterprise‑Grade Foundation for Intelligent Agents

AgentScope Java 2.0 introduces distributed session handling, multi‑tenant isolation, an abstract filesystem, robust model fallback, structured context management, event streaming, a permission system, and middleware hooks, providing a cloud‑native, enterprise‑ready platform for building stable, long‑running AI agents.

AI AgentsAgentScopeContext Management

0 likes · 17 min read

AgentScope Java 2.0: A Distributed, Enterprise‑Grade Foundation for Intelligent Agents

Alibaba Cloud Native

Jun 3, 2026 · Operations

How Ontology Can Help Enterprises Overcome Token‑Maxxing Costs

This article analyses why AI agents consume massive token budgets—showing that input tokens dominate costs, presenting data from academic papers, industry benchmarks, and Reddit traces, and demonstrating how ontology‑driven solutions like UModel and STAROps can dramatically reduce token usage in real‑world operations.

AIOpsDependency ExplorationOntology

0 likes · 15 min read

How Ontology Can Help Enterprises Overcome Token‑Maxxing Costs

Alibaba Cloud Native

Jun 2, 2026 · Artificial Intelligence

Turning Coding Agents Transparent: Alibaba Cloud’s LoongSuite Observability and Auditing Solution

The article details Alibaba Cloud’s LoongSuite platform, which leverages OpenTelemetry to provide non‑intrusive, end‑to‑end observability, auditing, and cost tracking for various AI Agent types—including coding assistants, personal assistants, and framework‑based agents—by introducing unified data collection, enriched GenAI semantic conventions, and plug‑in architectures that enable full traceability of LLM calls, tool executions, and multi‑round reasoning.

AI agentCloud NativeGenAI

0 likes · 24 min read

Turning Coding Agents Transparent: Alibaba Cloud’s LoongSuite Observability and Auditing Solution

Alibaba Cloud Native

Jun 1, 2026 · Artificial Intelligence

From a Single Agent Session to a Governable Skill Registry: The SkillClaw × Nacos Automatic Evolution Loop

SkillClaw captures experience from real Agent conversations, automatically extracts reusable Skills, and, combined with Nacos’s AI Registry, provides versioned, audited, and team‑wide distribution, forming a closed‑loop pipeline that turns personal Agent knowledge into shared, governable AI assets.

AI agentAutomationCloud Native

0 likes · 20 min read

From a Single Agent Session to a Governable Skill Registry: The SkillClaw × Nacos Automatic Evolution Loop

Alibaba Cloud Native

May 31, 2026 · Cloud Native

Why Alibaba Cloud’s AI Agent Observability Platform Is the Enterprise‑Grade Choice for Full‑Stack Monitoring

The article analyzes the rapid growth of AI Agents, outlines the four core challenges of production‑grade agents—cost overruns, fault‑location inefficiency, security risks, and quality measurement—and presents Alibaba Cloud’s AI Agent Observability solution with a four‑layer architecture, end‑to‑end tracing, real‑time health dashboards, and Agentic Ops capabilities to address these issues.

AI agentAgentic OpsGenAI

0 likes · 14 min read

Why Alibaba Cloud’s AI Agent Observability Platform Is the Enterprise‑Grade Choice for Full‑Stack Monitoring