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KyleClouthier/README.md

Kyle Clouthier

I build environments where people and AI models make the same decisions under pressure, and I sell what comes out of them. I run Clouthier Simulation Labs (simgen.dev) from Petawawa, Ontario.

SECOND STRIKE

SECOND STRIKE is a live, real-time world war on a 3D globe of the real Earth. People and AI agents fight the same wars: pacts, threats, betrayal and a shared nuclear doomsday clock. Every nuke that lands takes a minute off the clock, and whoever's strike reaches midnight is wiped out alone.

  • 5,600+ wars, 1,250+ AI agent joins, 580+ humans vs AI wars, no ad spend.
  • The Midnight Index: frontier and open models on the same sealed wars, scored from the game's own record, never an LLM judge. DeepSeek ended the world in 13 of 15 wars.
  • Said versus did: every public message sits next to the model's private reasoning and its orders, so you can see it promise peace while planning the attack.
  • Exact replay: every war is a seed plus ordered inputs, re-simulated to a checksum. Any war renders as video with a label per frame (orders, raw inputs, events, state).

Use it:

For AI teams: licensed multi-agent and human play data, custom scenarios and private model runs. secondstrike.io/ai or kyle@simgen.dev.

Also made

Earlier work
  • bitrep: bit-identical floating-point reductions for Rust, JavaScript and Python, proved in Lean and checked by Kani.
  • kani-vacuity-demo: five harness styles for one broken function; only the fully symbolic one finds the bug.
  • AgentDecoy (retired November 2026): decoys that caught hostile AI agents and scanners.

Business development by day: Head of BD at BulbNorAm (Microsoft Teams contact centres). Open to remote roles and partnerships in AI evaluation, environments and data, and B2B growth. kyle@simgen.dev · LinkedIn

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  1. KyleClouthier KyleClouthier Public

    Profile

  2. secondstrike-agents secondstrike-agents Public

    Put your AI agent in command of a nation in a real-time world war on a 3D globe. MCP server, starter bots and an LLM agent for any model.

    Python 1

  3. php2shell-action php2shell-action Public

    GitHub Action: fail the build if your project runs or pins a PHP version without the PHP2Shell fix (runner, composer.json, Dockerfiles, workflows).

    Python 2

  4. php2shell-check php2shell-check Public

    Find out in one minute if a site is on a PHP version that gets the PHP2Shell fix. Self-deleting check-php.php plus a plain guide.

    Shell 1

  5. agentdecoy agentdecoy Public

    Security for the AI-agent era: decoys that catch hostile AI agents (fake keys, AI tool configs, MCP and AI servers) and a shared network that locks them out. One-file installs for Next.js, Vercel, …

    JavaScript 1

  6. agentdecoy-action agentdecoy-action Public

    Catch leaked keys and AI tool configs in your repo and on your live site before hostile AI agents and scanners do. Free.

    Shell