Skip to content
View jujumilk3's full-sized avatar
๐Ÿง‘โ€๐ŸŒพ
ใ…Žใ…Žใ…Ž
๐Ÿง‘โ€๐ŸŒพ
ใ…Žใ…Žใ…Ž

Block or report jujumilk3

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please donโ€™t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this userโ€™s behavior. Learn more about reporting abuse.

Report abuse
jujumilk3/README.md

I build AI agents, and I help organizations learn to build with them.

I've found the hard part is rarely the technology itself. It's everything around it. What data a system can reach, what guardrails keep it safe, and whether the people using it actually understand what it's doing. So I work on both sides. I build systems, and I teach the teams who will live with them.

A developer's first clients are the people they work with. Whatever I'm building, the goal stays the same, which is to remove the bottleneck between people and the work. That extends to the team itself. Wherever I've been, I've taken part in hiring, onboarding, and mentoring, because a team that works well together is the thing everything else rests on.

Backend engineering is where I come from, and it still shapes how I build. I build and maintain open source, keep studying the fundamentals, and write to think things through.

Open to conversations.



Personal Projects

  • ๐Ÿ“Ž Sharrism - Message-style memo app with automatic URL tagging and organization features.
  • ๐ŸŒฑ Epistorium - Human history through graphs. Exploring connections and influence.
  • ๐Ÿ’€ Comicode - Failed attempt at a comic markup language powered by the Ralph loop.
  • ๐Ÿ” Looprinter - Loop template for building iterative agent harnesses. Copy loop.sh, edit the prompts, run it.
    • ๐Ÿ”ฌ Decon Loop - AI-powered binary reverse engineering agent. Identifies composition, deobfuscates, and rewires binaries to execution level โ€” including Claude Code's obfuscated binary.
    • ๐ŸชŸ Window Dity - macOS window management app built entirely by an AI agent loop. Zero manual code โ€” 5 iterations of looprinter produced the whole thing. (Inspired by Window Tidy)

Smaller things

Pinned Loading

  1. leaked-system-prompts leaked-system-prompts Public

    Collection of leaked system prompts

    14.9k 2.1k

  2. fastapi-clean-architecture fastapi-clean-architecture Public

    Base FastAPI Project to create general api.

    Python 564 116

  3. to-become-a-better-programmer to-become-a-better-programmer Public

    jwasham์˜ Coding Interview University์—์„œ ์˜๊ฐ์„ ๋ฐ›์•„ ์‹œ์ž‘ํ•จ

    30 3

  4. static-rag-chat static-rag-chat Public

    Svelte 5

  5. tapesymbolstate/decon-loop tapesymbolstate/decon-loop Public

    Shell 8 2

  6. tapesymbolstate/looprinter tapesymbolstate/looprinter Public template

    Shell 10 2