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agent-driven development

4 articles · Page 1 of 1

Oct 24, 2026 · R&D Management

Why Individual AI Gains Don't Shorten Team Cycles: Fenxiang Xiaoke's R&D Overhaul

The article explains why individual AI coding speed fails to reduce team delivery cycles, identifying organizational handoffs and waiting as the real bottlenecks. It details Fenxiang Xiaoke's restructuring of R&D systems into an AI-callable knowledge environment, agent-driven root-cause diagnosis, and cross-repo task execution, shifting from human-centric alerts to agent-first diagnostics and splitting large tasks into independently verifiable value slices.

AI in R&DR&D managementagent-driven development

0 likes · 5 min read

Why Individual AI Gains Don't Shorten Team Cycles: Fenxiang Xiaoke's R&D Overhaul

AliExpress Tech

Sep 23, 2026 · R&D Management

Taobao Overseas Tech's AI-Native R&D Shift: SDD, Agents & 85% AI Coding

Taobao and Tmall's overseas technology team shares their transition to an AI-native R&D paradigm using Specification-Driven Development (SDD) and Agent-driven collaboration via DingTalk groups, achieving 85% AI coding adoption and reducing end-to-end delivery cycles by 20-30% for medium-large requirements while maintaining quality baselines.

AI codingDingTalkR&D efficiency

0 likes · 22 min read

Taobao Overseas Tech's AI-Native R&D Shift: SDD, Agents & 85% AI Coding

Tech Architecture Stories

Apr 14, 2026 · Industry Insights

Will AI‑Driven Harness Engineering Make Human Coders Obsolete?

The article analyzes how AI‑powered Harness Engineering is reshaping software engineering by shifting code repositories, toolchains, and organizational roles toward agent readability and efficiency, turning code into a disposable artifact and urging humans to focus on high‑level system design and knowledge distillation.

AI programmingHarness engineeringagent-driven development

0 likes · 4 min read

Will AI‑Driven Harness Engineering Make Human Coders Obsolete?

Machine Learning Algorithms & Natural Language Processing

Mar 22, 2026 · Artificial Intelligence

Andrej Karpathy Says He’s ‘AI Psychotic’ After 16 Hours Daily Agent Conversations

In a recent hour‑long podcast, Andrej Karpathy describes how he stopped writing code, spent 16 hours a day dialoguing with AI agents, feels anxious when tokens go unused, and envisions agents becoming the new operating system that reshapes software, research, and everyday life.

AI psychosisAndrej Karpathyagent-driven development

0 likes · 49 min read

Andrej Karpathy Says He’s ‘AI Psychotic’ After 16 Hours Daily Agent Conversations