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Publishing archive

AI invited. Chaos supervised.

Lab Notes

Notes from the basement where the tools are assembled.

Notes from the workbench

Lab Notes is where Bongbetic publishes practical writing about vibe coding, AI-assisted development, SEO cleanup, lead research, terminal basics, secrets discipline, and the occasional system that looked fine until reality opened the door.

The articles are written for beginners, marketers, trainers, and builders who need enough context to make better decisions. They are not holy tablets. They are field notes with a flashlight, a broom, and a healthy suspicion of confident software.

Start with What Is Vibe Coding, compare vibe coding tools, or read SEO for AI-built websites.