21STARK

Specs in, production out.Nobody types code.

I run an AI-first engineering org. Several sessions in parallel, playground on one screen and production on the other, and two bots carrying devops and IT. The posts are what they taught me.

If you read one thing

Measured, not claimed · refreshed hourly

GitHub contributions in the last year. All of them since March.
0 Refreshed hourly.
Years without writing code, before AI
0
Token bill by month.
$0 Refreshed hourly.
Non-engineers shipping to production, solo
0

02Beliefs

What I believe What I bet you believe too

The convictions underneath how I build teams and systems. Read them as promises, not slogans.

What I believe

What you believe too

Where I've worked

  • TradeNetworks

20 years2 acquisitions5 countries

See the record
  • stark-visual: active

1 of 1 systems live · the Lab

Get in touch

I write about AI-first engineering on LinkedIn. Specs in, production out, nobody types code. Follow along there, or send a note.

hi@21stark.com · LinkedIn opens my profile, message me from there


Or send it from here