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Tencent Cloud Developer
Tencent Cloud Developer
Mar 24, 2026 · Artificial Intelligence

Why AI Coding Agents Miss the Mark—and How to Make Them Work

The article analyzes the hype around AI coding tools like OpenClaw, exposing false demands, the pitfalls of building agents before real needs, the quality gaps in AI‑generated code, and practical strategies such as spec‑first coding, bottleneck identification, and multi‑model orchestration to improve productivity.

AI codingLLM agentscode quality
0 likes · 15 min read
Why AI Coding Agents Miss the Mark—and How to Make Them Work
DeWu Technology
DeWu Technology
Mar 11, 2026 · Artificial Intelligence

How AI‑Driven Spec Coding Accelerated a Front‑End Project by 36% in 10 Days

In ten days, a team built a 25,000‑line front‑end application using Claude‑based Spec Coding, achieving a 36% productivity boost through a three‑layer specification workflow, detailed data analysis, code‑style enforcement, MCP tooling, and a deep exploration of AI’s capabilities and limits.

AI codingAI productivityfrontend development
0 likes · 22 min read
How AI‑Driven Spec Coding Accelerated a Front‑End Project by 36% in 10 Days
Alibaba Cloud Developer
Alibaba Cloud Developer
Mar 2, 2026 · Artificial Intelligence

Why Spec Coding Beats Vibe Coding: Proven Practices for AI‑Assisted Development

The article examines the evolution of AI‑assisted programming in 2025, contrasts Vibe Coding with Spec Coding, outlines five core context‑engineering patterns, details the Skill vs. Subagent model, and presents a practical workflow system (kuspec) for building, initializing, and executing AI‑driven development tasks.

AI codingAutomationSkill
0 likes · 14 min read
Why Spec Coding Beats Vibe Coding: Proven Practices for AI‑Assisted Development