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Samuel Huang

Publishing this week

I run AI and SEO businesses.Here's everything I learn building them.

Five companies in production, and a public archive of what it actually took to run them. Notes written the day something broke. Guides written once the pattern held. Artifacts you can read the source of, because they are the files doing the work.

  • 12notes
  • 11guides
  • 18artifacts
  • nothing for sale

Three tiers

Everything here is one of three things

Different speeds, different depth, different burden of proof.

01Short · Frequent

Notes

The learning log. A few hundred words, written the same day the thing broke or the thing worked. Dated, unedited, occasionally wrong.

  • 06/08You can copy the layout, you cannot copy the fuel
  • 02/08The schema is the contract
  • 28/07The accent colour I liked fails AA at 4.19:1
Read all 12 notes
02Long · Occasional

Guides

The deep end. Written once the pattern held and every claim had been tested against something running. Revised for years afterwards.

  • 9mThe Authority Hacker Skill Library, Mapped
  • 4mWhich Scheduler Should Run This?
  • 22mThe Grey Market in Resold "Claude" Tokens
Read all 11 guides
03Executable · As built

Artifacts

Skills, agents and tools lifted straight out of production. Not demos, not screenshots. The same files that did the work this week.

  • promptagent-goal
  • skillcalibrate
  • skillcheck-later
Open all 18 artifacts

Operating

The writing comes out of five companies

Listed as context for the archive, not as a pitch. Nothing on this site sells anything.

  • ArchSEO
  • WebLinksBroker
  • NoClickAI
  • JournoReach
  • LLMSEO