Tagged articles

production-practices

3 articles · Page 1 of 1

Oct 13, 2026 · R&D Management

Alibaba Cloud's AI-Native R&D Org Transformation: 3-Stage Evolution, 7 Production Pilots & Unresolved Challenges

Alibaba Cloud's CTO line shares early findings from AI-native R&D transformation, revealing a three-stage evolution from tool-native to org-native, local efficiency gains like 2hrs→5mins and 40days→2days release cycles, three platform-level needs, and seven production pilots, while acknowledging unresolved challenges in human-AI collaboration, responsibility boundaries, and cross-team reuse.

AI-native R&DAgentAlibaba Cloud

0 likes · 38 min read

Alibaba Cloud's AI-Native R&D Org Transformation: 3-Stage Evolution, 7 Production Pilots & Unresolved Challenges

Internet Backend Architecture Stack

Aug 25, 2026 · Backend Development

RocketMQ Production Pitfalls: Solving Message Backlog, Loss, Duplicates & Dead Letters

This article shares real-world RocketMQ production lessons from an e-commerce platform, covering message sending reliability, idempotent consumption, backlog handling, dead letter queues, and configuration best practices with code examples.

Dead Letter QueueIdempotencyJava

0 likes · 18 min read

RocketMQ Production Pitfalls: Solving Message Backlog, Loss, Duplicates & Dead Letters

Xiaolin Talks Programming

Jul 10, 2026 · Backend Development

How We Replaced Hardcoded Routing with LiteFlow for Dynamic Orchestration & Hot Reloads

This article details replacing hardcoded business routing with LiteFlow in a Spring Boot production system, covering component design, EL-based flow orchestration, Nacos-powered hot rule updates, thread-pool tuning, exception isolation, observability, and rule versioning — with concrete code, config, and lessons learned.

Dynamic OrchestrationHot ReloadLiteFlow

0 likes · 19 min read

How We Replaced Hardcoded Routing with LiteFlow for Dynamic Orchestration & Hot Reloads