Chris Johnston

Is your AI lazy?

Sitting there, waiting for you to give it a task?Just waiting for a task?Idle for 0:00

Agent trainer. I write the rules machines run on.

This is today.

67 contributions so far: a huge day. A contribution is a commit, pull request, review or issue on GitHub.

  1. 0
  2. 1-4
  3. 5-14
  4. 15-49
  5. 50+

Busier than 90% of the last year.

This is this year.

8,614 in the last 12 months. One person.

Active days
296
Longest run
48 days
Busiest day
285, Nov 1
67 contributions on November 6, 2026

Live from my GitHub. Private work counts, repo names stay private.

I train the agents

that do the typing.

Latest from GitHub

  • Merged a pull requestprivate repo
  • Opened a pull requestprivate repo
  • Merged a pull requestprivate repo
  • Opened a pull requestprivate repo
  • Merged a pull requestprivate repo

Updated every few minutes. Private repo names stay private.

What I do

I train agents. I write the plain-text rules they run on, read what they ship, and correct them until the work holds up.

I sit with the person doing the work, watch what they open, and have a prototype running on their real systems by the end of the day. The spec is the conversation.

The goal is the same every time: ship faster today, and build the systems that compound tomorrow.

  • Founder of PostScarcity AI
  • 15+ years of design and software
  • 2 solo hackathon wins
  • A fleet of agents doing real work every day
Contact meGitHubXYouTubePostScarcity AI

01Now

PostScarcity AI

That's what I'm doing now. All of my work goes there.

Go to PostScarcity AI

02On stage

  • MusicTech Summit 2024
  • Agile International Conference 2024
  • Miami NFT Week 2022, 2023
  • NFT Nashville 2023
  • Crypto Connect 2023 to 2025
  • AI Uncorked, host 2023 to 2024
  • Infinite Attraction podcast

03Hackathons

March 2020J.A.M., Join A MetronomeOne beat, shared across the internet, so musicians locked down in different homes could play together.COVID-19 Global Hackathon. Solo, category winner.June 2025resume-site.mdAn agent interviews you about your career out loud, then writes the instructions that build your resume site.World's Largest Hackathon, Miami. Solo, local winner.

04Experience

  • PostScarcity AI, founder and CEO

    A fleet of agents, one per company. I design the systems and write the rules they run on.

  • Product director

    Eight agile teams shipping custom software for venture-backed and pre-exit companies. I learned what a team of ten costs and what it ships.

  • Designer and developer

    Scalable product systems, generative frameworks and creative development, built by hand.

Education

  • MIT

    Applied Generative AI for Digital Transformation

  • Florida Atlantic University

    BFA in Visual Design, minor in Philosophy

05What I bring

Generative AI strategy
What AI should do for your company, given your constraints.
Multi-agent systems
Coordinated agents running production work.
Scalable product development
Systems the client owns, not dependent on the builder.
Creative system architecture
Design and engineering together from the start.
Human factors
How people actually use systems, and AI shaped to it.
Teaching by building
At the keyboard, with people who have never written a line.
Vibe coding
Directing an agent in plain language, reading the result, shipping.

Who's training your agents?

Give me a task