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Alibaba Cloud Native
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Alibaba Cloud Native

We publish cloud-native tech news, curate in-depth content, host regular events and live streams, and share Alibaba product and user case studies. Join us to explore and share the cloud-native insights you need.

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Recent Articles

Latest from Alibaba Cloud Native

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Alibaba Cloud Native
Alibaba Cloud Native
Jun 18, 2026 · Artificial Intelligence

How Enterprise Agents Can Keep Getting Smarter: Inside Alibaba Cloud’s AgentLoop

The article analyzes the challenges of building a self‑evolving enterprise agent—data collection, dataset construction, multi‑level evaluation, and asset consolidation—and explains how Alibaba Cloud’s AgentLoop addresses each step with full‑stack observation, ontology‑driven pipelines, standardized judges, and memory/experience libraries to close the evolution loop.

AI AgentsAgentLoopGenAI observability
0 likes · 14 min read
How Enterprise Agents Can Keep Getting Smarter: Inside Alibaba Cloud’s AgentLoop
Alibaba Cloud Native
Alibaba Cloud Native
Jun 18, 2026 · Artificial Intelligence

A Self‑Iterating LLM Knowledge Engine Tailored for Software Engineering

The article analyzes the limitations of generic knowledge‑management tools for code, proposes a two‑step "compile‑style" knowledge pipeline (Knowledge Card → RepoWiki) that continuously self‑updates via commit‑driven and conversation‑driven flywheels, and demonstrates its superiority over LLM Wiki and GBrain through benchmark comparisons and practical integration details.

AILLMSoftware Engineering
0 likes · 11 min read
A Self‑Iterating LLM Knowledge Engine Tailored for Software Engineering
Alibaba Cloud Native
Alibaba Cloud Native
Jun 17, 2026 · Cloud Native

From Half-Day to 6 Minutes: Embedding AI Agents into Organizational Structure to Accelerate Ticket Resolution

A 3 am alert that once required hours of manual triage is now closed in six minutes thanks to AgentTeams, a cloud‑native platform that treats AI agents as first‑class citizens, defines declarative organization structures, and orchestrates multi‑agent collaboration across development, operations, and open‑source workflows.

AI AgentsCloud NativeKubernetes
0 likes · 21 min read
From Half-Day to 6 Minutes: Embedding AI Agents into Organizational Structure to Accelerate Ticket Resolution
Alibaba Cloud Native
Alibaba Cloud Native
Jun 16, 2026 · Cloud Native

A Kernel‑Embedded Lens: Cloud Monitor 2.0 Enables Full‑Stack Observability Without Code Changes

OpenTelemetry eBPF Instrumentation (OBI) embeds a kernel‑level, zero‑code probe that automatically captures network traffic, RPC, database, message‑queue and GPU operations across Go, Java, Python, Node.js and .NET, generating standard OpenTelemetry traces and metrics without modifying application code.

Cloud NativeObservabilityOpenTelemetry
0 likes · 25 min read
A Kernel‑Embedded Lens: Cloud Monitor 2.0 Enables Full‑Stack Observability Without Code Changes
Alibaba Cloud Native
Alibaba Cloud Native
Jun 13, 2026 · Cloud Native

How Constraint Infrastructure Evolves on Alibaba Cloud Agent Infra

The article analyzes Alibaba Cloud's Agent Infra constraint infrastructure, detailing the Harness formula, the six foundational capabilities, concrete technical stacks, multi‑layer governance, observability, rule management, and a data‑driven feedback loop that enables continuous evolution of AI agents in production.

AI governanceAgent InfraAlibaba Cloud
0 likes · 17 min read
How Constraint Infrastructure Evolves on Alibaba Cloud Agent Infra
Alibaba Cloud Native
Alibaba Cloud Native
Jun 9, 2026 · Cloud Native

From Individual Productivity to Organizational Insight: Building AI Coding Metrics with LoongSuite‑Pilot and SLS

The article explains how to capture event‑level AI coding agent data using LoongSuite‑Pilot, align it with the LoongSuite GenAI semantic conventions, store it in Alibaba Cloud Log Service (SLS), and construct a multi‑layered SQL dashboard that turns personal usage signals into organization‑wide metrics for informed decision‑making.

AICloud NativeDevOps
0 likes · 25 min read
From Individual Productivity to Organizational Insight: Building AI Coding Metrics with LoongSuite‑Pilot and SLS
Alibaba Cloud Native
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
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.

Intelligent Harness RuntimeLLM agentsModule Ablation
0 likes · 13 min read
Code Harness vs. Model-Driven Harness: Can Agent Control Be Expressed as Executable Natural Language?