neuron-explorer
Qwen3.5‑4B 전용 조향형 뉴런 탐색기, 모든 MLP 뉴런을 밀어 결과를 보관·탐색
AI 코딩 에이전트 팀을 일회성 클라우드 샌드박스에서 경쟁시키고, 실시간으로 관찰·조정·우승자 선정·반복합니다
Run competing teams of AI coding agents in disposable cloud sandboxes — watch them live, steer them mid-run, pick a winner, iterate. Built on Tenki microVMs.
개발 도구HTML · JavaScriptGitHub @opencolin온라인운영자 미확인
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개인 계정의 공개 저장소 소유자는 GitHub로 로그인해 운영자를 확인하고 소개를 직접 관리할 수 있습니다. 관리자 승인은 필요하지 않습니다.
로그인한 뒤 확인 파일을 만들어 이 저장소의 기본 브랜치에 30분 안에 커밋해 주세요. 다른 브랜치나 포크의 파일은 인정하지 않습니다. 파일을 올린 뒤 아래에서 확인하면 관리자 승인 없이 관리할 수 있습니다. 자격을 유지하려면 파일을 남겨 두세요.
로그인이 필요하면 로그인 화면으로 이동합니다. 로그인 후 이곳으로 돌아와 원하는 확인 버튼을 다시 눌러 주세요.
프로젝트 폴더에서 /nomorevibe verify를 실행하면 소유권을 확인하고 소개를 직접 관리할 수 있습니다.
1분 만에 확인하기README 전체를 불러오는 중입니다. 아래는 저장된 발췌입니다.
Run competing teams of AI coding agents in disposable cloud sandboxes — watch them work live, pick a winner, iterate.
Built on Tenki Cloud microVMs. One prompt fans out to a team (or two rival
teams) of agents, each in its own sandbox with its own filesystem, ports and processes. You watch
any agent's terminal live, type to it mid-run, then choose the build you like — its code becomes
the shared base and every team iterates on it.README 전문 보기 ↗Run competing teams of AI coding agents in disposable cloud sandboxes — watch them work live, pick a winner, iterate.
Built on Tenki Cloud microVMs. One prompt fans out to a team (or two rival teams) of agents, each in its own sandbox with its own filesystem, ports and processes. You watch any agent's terminal live, type to it mid-run, then choose the build you like — its code becomes the shared base and every team iterates on it.
index.html | The whole front end — one self-contained page, no build step |
broker/ | Node service: serves the site, mints sandboxes, orchestrates runs, proxies inference |
broker/maxx.js | The arena — team layout, seat launch per harness, rounds, judging |
broker/teams/ | Agent rosters as data (24 roles; a team of N takes the first N) |
skills/agent-provider-inject/ | Reusable skill — point claude/codex/opencode at any inference provider |
claude, codex, opencode, each headless in its own sandboxWorktrees share one kernel: one port space, one set of global installs, one filesystem. Four agents
told to "build an app and serve it" collide immediately. Sandboxes don't — every seat serves on
:3000 and publishes its own URL.
Anthropic's own docs note that a worktree still shares .git, project-scope plugins and saved
permission approvals with the main checkout, and that --dangerously-skip-permissions sessions
belong in a container or VM. See SANDBOX-VS-WORKTREE.md for the full
evidence brief — including where the argument is weak.
No real credential ever enters a sandbox — visitors are root in theirs. Each session gets scoped, call-capped, revocable tokens; the broker swaps in the real API key server-side and proxies. A leaked token is worthless anywhere else, and the design fails closed.
cd broker && npm install && node broker.js # needs broker/.env (see broker.js header)
Front end is static — open index.html directly for UI work.
Deploying to a Tenki sandbox, restoring the host after it dies, and the current state of the live deployment are all in HANDOFF.md.
skills/sandboxmaxxing gives your own coding agent the arena: one
prompt raced across Claude Code, Codex and OpenCode, each in its own throwaway Tenki sandbox on
your account and your keys. The agent judges the builds, keeps the best and tears down the rest.
Paste this into Claude Code or Codex:
Read https://sandboxmaxxing.com/skill.md and follow it to run an arena for: your task
skills/agent-provider-inject packages the hard part of this
project for any codebase: pointing agent CLIs at a custom inference endpoint, and the failure modes
that each blame the provider rather than your config (kimirelay's Nebius-shaped rewriting,
ANTHROPIC_API_KEY triggering an approval prompt, TOML root keys silently absorbed into a table,
reasoning models tripping proxy timeouts).