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Alibaba Cloud Native

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Latest from Alibaba Cloud Native

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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 AgentCloud NativeNacos

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 OpsCloud Monitoring

0 likes · 14 min read

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

Alibaba Cloud Native

May 28, 2026 · Operations

Can Ontology Really Improve Your AIOps Agent?

The article explains how ontology—an explicit, unambiguous knowledge map—addresses the cognitive and data challenges of AIOps, describes the UModel framework that models entities, relationships, and telemetry, and shows how the STAROps agent built on UModel delivers more accurate, explainable, and trustworthy operations intelligence.

AIOpsCloud NativeKnowledge Graph

0 likes · 16 min read

Can Ontology Really Improve Your AIOps Agent?

Alibaba Cloud Native

May 27, 2026 · Artificial Intelligence

Quickly Build Enterprise Self‑Evolving Agents with AgentScope Builder and Harness Framework

This article presents a deep technical walkthrough of AgentScope Builder, showing how the Harness framework enables a single Java agent implementation to run on a personal machine as MinQwenPaw and then scale to a multi‑tenant, distributed enterprise platform with workspace isolation, sandboxing, and pluggable storage backends.

AgentArtificial IntelligenceCloud Native

0 likes · 23 min read

Quickly Build Enterprise Self‑Evolving Agents with AgentScope Builder and Harness Framework

Alibaba Cloud Native

Apr 29, 2026 · Artificial Intelligence

Evolving Agent Development: Simplifying Multi‑Source Real‑Time Context from an Environment‑Engineering Perspective

The article analyzes why AI coding agents thrive in software engineering while agents in other industries lag, identifies context‑supply as the core bottleneck, and proposes a five‑dimensional framework—information completeness, sensory management, knowledge reconciliation, change governance, and accessibility—illustrated with EventHouse’s polling, event subscription, and mount‑query approaches, unified catalog, knowledge wiki, and CI/CD‑style release to make enterprise agents simple, reliable, and production‑ready.

AI AgentsCI/CD for AICloud Native

0 likes · 15 min read

Evolving Agent Development: Simplifying Multi‑Source Real‑Time Context from an Environment‑Engineering Perspective

Alibaba Cloud Native

Apr 28, 2026 · Artificial Intelligence

Scaling Enterprise Multi‑Agent AI: Insights from the QunXia AI Salon

The Beijing AI salon showcased HiClaw's multi‑agent platform, QwenPaw personal assistant, an AgentScope‑Java Q&A agent, and Nacos's AI skill registry, detailing their architectures, security mechanisms, deployment workflows, and hands‑on best practices for enterprise‑grade AI scaling.

AI AgentsAgentScopeEnterprise AI

0 likes · 6 min read

Scaling Enterprise Multi‑Agent AI: Insights from the QunXia AI Salon

Alibaba Cloud Native

Apr 27, 2026 · Artificial Intelligence

AgentRun CLI v0.1.0 Open‑Source: Run Your Hosted Agent with a Single Command

The article introduces the open‑source AgentRun CLI v0.1.0, explains how a single command can launch a hosted Agent, details its core features, declarative YAML API, six unified command groups, and shows how the new Python SDK integrates for full lifecycle management of Agentic AI workloads.

AgentRunCLICloud Native

0 likes · 19 min read

AgentRun CLI v0.1.0 Open‑Source: Run Your Hosted Agent with a Single Command

Alibaba Cloud Native

Apr 26, 2026 · Cloud Native

Seeing Inside Hermes: Full Visibility into Agent Execution with OpenTelemetry

The article introduces Alibaba Cloud's Hermes observability plugin built on OpenTelemetry, which transforms the previously opaque AI agent runtime into a fully traceable system by recording every reasoning step, tool invocation, token usage, latency, and security event, enabling precise cost attribution, performance analysis, and audit of high‑risk behaviors.

AI AgentHermesMetrics

0 likes · 13 min read

Seeing Inside Hermes: Full Visibility into Agent Execution with OpenTelemetry

Alibaba Cloud Native

Apr 22, 2026 · Artificial Intelligence

Can OpenClaw and Hermes Work Together? 500+ Community Insights Reveal the Truth

Analyzing over 500 community comments from Reddit, Hacker News, and X, this report compares OpenClaw and Hermes Agent, outlines their architectural differences, lists each platform's strengths and weaknesses, quantifies user adoption and cost, and proposes best‑practice patterns for combining the two in cloud‑native AI workflows.

AI AgentsCloud NativeCommunity analysis

0 likes · 20 min read

Can OpenClaw and Hermes Work Together? 500+ Community Insights Reveal the Truth