在Keenotes的开发中，王福强分享了使用AI/Coding Agents的经验。他从“挑选使用”转向“全权委托”，虽然提高了效率，但失去了对细节的掌控。验收仍然至关重要，明确目标和路径能更好地指导AI，避免时间浪费。他强调关注目标而非工具，AI应服务于目标实现。

Claude Code通过简化架构和优化模型，提高了AI编程代理的实用性。它摒弃复杂的有向无环图，采用简单的循环结构，利用Bash模拟人类工程师行为，强调信任模型，减少微操，提升上下文管理，适应不同问题需求，标志着编程代理进入实用主义时代。

研究表明，专业开发者在使用AI工具时采取战略性控制，制定详细计划并严格审查AI生成的代码，以确保质量和安全性。AI在生成样板代码和测试方面表现良好，但在复杂逻辑和系统设计上仍有局限。

The role of AI in coding is evolving quickly. Sonar CEO Tariq Shaukat offers his perspective on what’s next for software developers.

Disclaimer: I have only been using this approach for my personal projects and have not tried it at work yet. I am not sure if it would work well for a team, but it has been working well for me...

Hello everyone, welcome to my November 2025 edition about How I Coding...

A comparison of TRAE SOLO and VS Code (Copilot, Agent HQ) via the AI Engineering Entity framework, focusing on automation, collaboration, model transparency, and engineering roles.

A comparison of TRAE SOLO and VS Code (Copilot, Agent HQ) via the AI Engineering Entity framework, focusing on automation, collaboration, model transparency, and engineering roles.

Developers love coding – it’s a passion we all share. But staying productive means taking time to recharge, and for many of us, that means playing video games. That’s why we’re excited to team up...

Just one week after I published my Setp 2025 edition of How I vibe cod...

AI-assisted coding was something virtually nobody could even imagine a few years back, but to some extent, it has now become part of many developers’ workflows — be it for generating specific code...

飞桨PaddlePaddle WAVE SUMMIT 2025大会将于9月9日举行，聚焦深度学习技术与应用，设有多场Workshop，涵盖Edge AI和文心大模型等主题，旨在提升开发者的技术能力与实践经验。

保持高效稳定的编码需要理解心烦意乱的本质。技术炫技、与他人比较、短期期望和投机心理都是导致心乱的因素。

规格驱动开发（Spec-Driven Development）以详细规格为核心，规范化开发流程。通过spec-coding-mcp工具，开发者可将模糊需求转化为可执行任务，从而提高开发效率和团队协作。该方法涵盖需求文档、设计方案和任务清单，适用于现代软件开发。