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AI Models Matter. Workflows Matter More.

Jun 5 · 1 min read · The biggest lesson I've learned from using ChatGPT, Codex, and Windsurf is that productivity comes from systems, not tools. AI is powerful. But the combination of: AI Automation Process Human revi

Why Is Codex Asking Some Users for Phone Verification?

Jun 4 · 1 min read · Over the past few days, I've noticed an increasing number of users reporting that Codex is requesting phone verification. Interestingly, my current setup: VS Code Codex Extension ChatGPT Windsurf

AI Can Generate Code. But Humans Still Design Systems.

May 25 · 1 min read · After building several AI-assisted projects, I noticed a pattern: AI coding tools dramatically reduce friction during development. You can: prototype faster automate repetitive tasks debug quickly

AI Coding Tools Feel Very Different Once Repositories Grow Larger

May 23 · 2 min read · At first, I thought AI coding tools were mostly competing on code generation quality. But after building several AI-assisted projects, I noticed something more important: The real bottleneck is no lon