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intent-driven development

3 articles · Page 1 of 1
KooFE Frontend Team
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
Software Engineering 3.0 Era
Software Engineering 3.0 Era
Mar 3, 2026 · R&D Management

The Ten Core Principles of Software Engineering 3.0

Software Engineering 3.0 redefines development with ten tightly‑coupled principles that prioritize precise intent, executable acceptance criteria, human‑AI symbiosis, data‑first knowledge, and agentic DevOps, turning the development lifecycle into a self‑evolving, feedback‑rich system.

AIDevOpsLLM
0 likes · 18 min read
The Ten Core Principles of Software Engineering 3.0
Software Engineering 3.0 Era
Software Engineering 3.0 Era
Feb 24, 2026 · Artificial Intelligence

What Will AI-Driven Software Engineering Look Like in 2028?

The article analyzes how rapid advances in large language models, multi‑agent systems and tools like FARS are reshaping software engineering toward AI‑intent‑driven development, autonomous testing, and a new human‑AI symbiosis that could overhaul development roles, SaaS business models, and the economics of intellectual labor by 2028.

AIFARSMulti-Agent Systems
0 likes · 18 min read
What Will AI-Driven Software Engineering Look Like in 2028?