Tagged articles

AI-driven R&D

2 articles · Page 1 of 1

Oct 9, 2026 · R&D Management

Beyond AI Coding: End-to-End AI Automation Reshapes R&D Pipelines

The article details OK Platform's AI-driven end-to-end R&D pipeline that automates nine stages from requirement to deployment, achieving 68% auto-completion and 51% within 2 hours, using zero-based thinking to eliminate human bottlenecks, with structured specs, quality gates, knowledge flywheel, and human-as-decision-maker model.

AI-driven R&DOK Platformcode review automation

0 likes · 48 min read

Beyond AI Coding: End-to-End AI Automation Reshapes R&D Pipelines

KooFE Frontend Team

Sep 21, 2026 · R&D Management

AI Reshapes R&D: From Skill-Driven to Intent-Driven Paradigm

This article analyzes how AI transforms R&D from a skill-driven to an intent-driven paradigm, detailing four stages of AI autonomy, productivity gains in speed, quality, and throughput, organizational shifts toward end-to-end builders and agent layers, management evolution into system architects, and the emergence of Frontline Deployment Engineers (FDE) as frontend developers expand scope.

AI autonomy stagesAI-driven R&DFDE

0 likes · 14 min read

AI Reshapes R&D: From Skill-Driven to Intent-Driven Paradigm