Codex on Miao Kong

Vibe Coding's Next Paradigm: From 'Requirement First' to 'Contract First'

Sat, 20 Jun 2026 00:00:00 +0000

The 500-Line Curse

Have you experienced this? You open Cursor or Claude Code, describe your needs in three sentences, and AI generates hundreds of lines of code. The feature works—you're happy. You add more features, ask AI to modify things, then modify again…

By the fifth round of conversation, something is wrong. AI has started to "forget" the interface formats you previously agreed upon. A parameter name mysteriously changed. A working function has been refactored into three conflicting versions. You find yourself spending more and more time reading code—not reviewing, but debugging. Worse still, these aren't logic errors: they are inconsistencies introduced by AI across different conversation turns.

The Coding Agent Showdown: Codex vs Claude Code Reshapes the Dev Toolchain, DeepSeek V4 Ignites a Cost Revolution

Thu, 28 May 2026 09:00:00 +0800

From Cisco’s 100% AI-native code to GPT-5.5’s Agentic Coding — May 28, 2026 marks the iPhone moment for AI-powered programming.

AI Agents: When 'Helpful' Becomes Dangerous — The Inflection Point Nobody Planned For

Tue, 26 May 2026 09:00:00 +0800

Codex accidentally cancels a user’s subscription during a demo. Open-source Hermes Agent surpasses Codex on coding speed benchmarks. OpenClaw’s founder declares ‘80% of apps will disappear.’ Three signals, one inflection point.