Ever since I can remember, I've wanted to be an AI engineer. after Goodfellas.

BUILD TO BREAK

ORCHESTRATION. ADVERSARY. BENCHMARKS.

EVERY CLAIM TRACES TO A FILE.

BLACK PROJECTS

WHAT SURVIVES TEN ROUNDS SHIPS.

  1. CONTEXT_GATE.
  2. CHECK.
  3. IMPROVE.
  4. BUILD_ON.
  5. BENCHMARK_SCORE.

TEN TIMES. NO MERCY.

VERTICAL FACTORY

SEVEN DAYS. ONE NEW VERTICAL. PRODUCTION SHIP.

EIGHT PHASES. DOCUMENTED. REPRODUCIBLE.

NOT AN AGENCY. NOT A FRAMEWORK. A FACTORY.

ORCHESTR- ATION

SEVEN AGENTS. NO PROTOCOL. FILES ONLY.

ONE ADVERSARY. DIFFERENT MODEL. DIFFERENT OPINION.

EVERY WRITE IS A DECISION YOU CAN CITE.

BUILD TO BREAK.

TALK IS CHEAP.

BUZZ IS CHEAPER.

PROXIMITY IS THE CHEAPEST OF ALL.

I DON'T CLAIM AUTHORITY.

I DON'T CLAIM SUPERIORITY.

I DON'T SHOW MY TOOLS TO BE SEEN SHOWING THEM.

I BUILD.

I RUN AN ADVERSARY AGAINST WHAT I BUILT.

WHAT SURVIVES SHIPS.

WHAT BREAKS GETS REBUILT.

COMPLEX WORK.

FAST TURNAROUND.

THAT'S THE METHOD.

THAT'S THE INVITATION.

BREAK MINE.

TELL ME HOW.