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From 51 Days to 14: The Organizational Restructuring Behind Multi-Agent Collaboration and Product Self-Evolution

This article explains how the Agentic SOC team slashed development cycles from 51 to 14 days via multi-agent collaboration and outcome-driven restructuring.

Alibaba Cloud Native Community November 11, 2026

LiteLLM Poisoned Twice in Half a Year: Where Should an LLM's 'Keychain' Be Kept?

This article introduces Higress's Wasm sandbox and immutable releases as a secure LLM proxy solution following recent LiteLLM supply chain attacks.

Alibaba Cloud Native Community November 11, 2026

From Long-Horizon Agents to Super-agents: Unlocking More Scenarios

This article introduces DeepSeek's Super-agent architecture, which enables autonomous, multi-tasking AI agents to operate continuously across sessions, applications, and environments.

Alibaba Cloud Native Community November 11, 2026

A Model Post-Training Perspective: DeepSeek Harness Builds Enterprise Evolution into Its Architecture

This article examines how DeepSeek Harness turns runtime logs and guardrails into data assets for continuous agent evolution.

Alibaba Cloud Native Community November 11, 2026

Alibaba Cloud DevOps AI Assistant Update: AI at Every Stage of DevOps Collaboration

This article introduces the updated Alibaba Cloud DevOps AI Assistant, which provides automated, context-aware support across the entire software development lifecycle.

Alibaba Cloud Native Community November 11, 2026

From Agent Framework to Agent Harness: A New Positioning for the Open-Source AgentScope Project

This article introduces AgentScope 2.0, an Agent Harness that orchestrates complex, long-horizon enterprise AI tasks.

Alibaba Cloud Native Community November 11, 2026

Anolis SkillHub Picks: I Explained Our Engineering Rules a Hundred Times — So I Turned Them into a Skill

The article introduces two OpenAnolis SkillHub Skills that give AI coding Agents persistent memory and enforce TDD workflows through reusable, executable Skills.

OpenAnolis November 11, 2026

HiRoute New Release: Choose the Best-Fit Model for Your Real-World Work

This article introduces HiRoute, an open-source engine that dynamically routes AI tasks to optimal models and agents.

Alibaba Cloud Native Community November 10, 2026

Using Nacos 3.3.0 ARD to Enable Task-Based Tool and Skill Discovery for Agents

This article introduces Nacos 3.3.0's Agentic Resource Discovery (ARD), enabling AI agents to dynamically find and use task-specific tools, skills, and prompts.

Alibaba Cloud Native Community November 10, 2026

Let Teams Complete Complex Tasks: Alibaba Cloud AgentCore Multi-Agent Collaboration Architecture and Practice

This article introduces Alibaba Cloud AgentCore's multi-agent collaboration architecture, which coordinates specialized AI agents and humans to complete complex business tasks.

Alibaba Cloud Native Community November 10, 2026

Reliably Reproducing Over 70% of Defects: An Agent Pipeline from Alerts to Automated Fixes in Practice

This article introduces an AI Agent pipeline that autonomously investigates, reliably reproduces, and fixes software defects from alerts to streamline developer workflows.

Alibaba Cloud Native Community November 10, 2026

Stuck on 'Connecting'? Troubleshoot AI Voice WebSocket Connection Issues with RUM

This article introduces troubleshooting WebSocket connection issues in AI voice applications using Alibaba Cloud RUM custom resources and client-to-cloud trace correlation.

Alibaba Cloud Native Community November 10, 2026

7 Lessons from Taking Enterprise AI from Pilot to Production

7 lessons that pay down pilot debt, each as challenge, approach and result

Johnny Mai November 9, 2026

How to Prioritize AI Use Cases Before 2027: Six Types and One 2x2

Rank the work, not the demo: type it, plot it, score it, then fund it. In this guide Six use case types that predict effort before anyone writes cod...

Johnny Mai November 9, 2026

AI Guardrails Checklist: 7 Controls Every Enterprise Deployment Needs on Day One

Guardrails are not distrust. They are what make a production launch signable. In this guide, we will discuss seven runtime guardrails, placed in the order a request meets them.

Johnny Mai November 9, 2026

Alibaba Cloud DevOps Intelligent Code Review: Keeping Team Rules in Effect

This article introduces Alibaba Cloud DevOps's Review Memory, a feature that captures team-specific engineering rules to improve the accuracy and context of AI-powered code reviews.

Alibaba Cloud Native Community November 9, 2026

AI-powered Work Item Refinement in Alibaba Cloud DevOps: Clarify Before You Start

This article introduces Alibaba Cloud DevOps's AI-powered work item refinement to clarify requirements and structure development tasks.

Alibaba Cloud Native Community November 9, 2026

No More Manual Index Maintenance: SLS Automatically Indexes New Log Fields for Search and Analysis

This article introduces Alibaba Cloud SLS's field index auto-discovery, which automatically indexes new log fields for immediate search and analysis without manual configuration.

Alibaba Cloud Native Community November 9, 2026

FLIP-29: Table API Enhancements in Flink

FLIP-29: Table API Enhancements in Flink

Apache Flink Community November 9, 2026

FLIP-28 & FLIP-32: Renovating the Flink Table Building

How Flink Table Module Gets a Major Architectural Upgrade

Apache Flink Community November 9, 2026
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