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Alibaba Cloud Developer
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Alibaba Cloud Developer

Alibaba's official tech channel, featuring all of its technology innovations.

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Latest from Alibaba Cloud Developer

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Alibaba Cloud Developer
Alibaba Cloud Developer
Jul 21, 2026 · Artificial Intelligence

Qwen-Audio-3.0-TTS: From Speaking to Expressive Voice Synthesis

Qwen-Audio-3.0-TTS launches two variants—Flash with ~300 ms latency and Plus with higher naturalness—offering multilingual support for 16 languages, superior WER/CER and speaker similarity scores, free‑style natural‑language control, fine‑grained tag editing, and robust performance in noisy environments, all backed by benchmark results that crown Plus as the top performer on the Artificial Analysis leaderboard.

AI modelQwen-Audio-3.0-TTSmultilingual TTS
0 likes · 7 min read
Qwen-Audio-3.0-TTS: From Speaking to Expressive Voice Synthesis
Alibaba Cloud Developer
Alibaba Cloud Developer
Jul 21, 2026 · R&D Management

How End‑to‑End Delivery 2.0 Turns AI Coding into an Industrial‑Scale Assembly Line

The article analyzes the bottlenecks of current AI‑assisted coding, proposes a 2.0 end‑to‑end delivery framework that combines a Spec‑driven pipeline with a Harness constraint system, introduces multiple specialized agents, and outlines traceability, verification, and continuous‑improvement mechanisms to achieve industrial‑grade software production.

AI codingagent architecturecontinuous improvement
0 likes · 41 min read
How End‑to‑End Delivery 2.0 Turns AI Coding into an Industrial‑Scale Assembly Line
Alibaba Cloud Developer
Alibaba Cloud Developer
Jul 20, 2026 · Artificial Intelligence

From Prompt to Harness: The Complete Evolution of Enterprise‑Grade AI Agents

This article chronicles the end‑to‑end engineering journey of enterprise AI agents, detailing how the team progressed from basic prompt engineering through multi‑layer context management to a full‑featured harness layer and a five‑tier Agent OS, addressing challenges such as context overflow, data‑搬运, and reliable execution.

AI AgentAgent OSContext Management
0 likes · 61 min read
From Prompt to Harness: The Complete Evolution of Enterprise‑Grade AI Agents
Alibaba Cloud Developer
Alibaba Cloud Developer
Jun 18, 2026 · Big Data

How AI-Driven Real-Time Data Lakes Are Ditching ETL: A Kafka‑to‑Iceberg Architecture Simplification

In the AI era, enterprises need a data foundation that supports both low‑latency streaming and long‑term analytics, and the combination of Kafka, Iceberg and object storage is emerging as a preferred solution; by moving ingestion capabilities closer to the message layer and eliminating external ETL jobs, a "zero‑ETL" approach reduces architectural complexity, improves consistency, and streamlines schema evolution and small‑file management.

CDCData LakeIceberg
0 likes · 27 min read
How AI-Driven Real-Time Data Lakes Are Ditching ETL: A Kafka‑to‑Iceberg Architecture Simplification
Alibaba Cloud Developer
Alibaba Cloud Developer
Jun 17, 2026 · Artificial Intelligence

Building a Reliable Live‑Streaming Host Assistant: Harness Engineering Practices for the Taobao Agent

This article analyzes the engineering challenges of a live‑streaming host agent—instant public impact, scarce host attention, multi‑topic interleaving, and long‑running sessions—and presents a Harness framework that structures execution, tool registration, context management, state storage, lifecycle hooks, and evaluation to make the AI‑driven agent safe, observable, and continuously improvable.

Artificial IntelligenceIndustry InsightsOperations
0 likes · 27 min read
Building a Reliable Live‑Streaming Host Assistant: Harness Engineering Practices for the Taobao Agent
Alibaba Cloud Developer
Alibaba Cloud Developer
Jun 16, 2026 · Artificial Intelligence

AI Coding Needs Discipline: My Two‑Month Harness Framework Experience

The article analyzes why the bottleneck in AI‑assisted coding has shifted from model capability to workflow stability, introduces a three‑layer "harness" framework that externalizes discipline, details its evolution through four development phases, and presents a deterministic evaluation platform that quantifies the framework’s effectiveness.

AIAgentHarness
0 likes · 27 min read
AI Coding Needs Discipline: My Two‑Month Harness Framework Experience
Alibaba Cloud Developer
Alibaba Cloud Developer
Jun 15, 2026 · Cloud Native

A Kernel‑Embedded ‘Perspective Mirror’: Achieving Full‑Stack Observability with CloudMonitor 2.0 Without Code Changes

The article explains how OpenTelemetry eBPF Instrumentation (OBI) leverages Linux kernel eBPF probes to provide zero‑code, cross‑language observability for applications, networks, logs, and GPU workloads, detailing its protocol detection, deep runtime integration, data‑pipeline architecture, deployment options, and practical considerations.

Cloud MonitoringGPU TracingLinux kernel
0 likes · 22 min read
A Kernel‑Embedded ‘Perspective Mirror’: Achieving Full‑Stack Observability with CloudMonitor 2.0 Without Code Changes
Alibaba Cloud Developer
Alibaba Cloud Developer
Jun 15, 2026 · Artificial Intelligence

How to Build an End‑to‑End Business‑Requirement Expert Agent

This article presents a detailed, end‑to‑end design for an AI‑driven business‑requirement expert Agent that automates the full lifecycle—from intake, clarification, and planning through implementation, testing, code review, acceptance, deployment, and post‑release feedback—while outlining the four‑layer architecture, tool integration, and remaining challenges.

AI AgentLLMR&D Process
0 likes · 23 min read
How to Build an End‑to‑End Business‑Requirement Expert Agent
Alibaba Cloud Developer
Alibaba Cloud Developer
Jun 12, 2026 · Operations

Why Open‑Source LoongSuite Pilot Is Needed as AI Coding Agents Become Core Infrastructure

The article analyzes how AI coding agents like Cursor, Claude Code, and Codex have become essential developer tools, yet suffer from almost zero observability, and explains how the open‑source LoongSuite Pilot provides a unified collection platform, semantic schema, security controls, dashboards, and ROI metrics to turn these agents into manageable infrastructure.

AI coding agentLoongSuite PilotMetrics
0 likes · 27 min read
Why Open‑Source LoongSuite Pilot Is Needed as AI Coding Agents Become Core Infrastructure