/tools

tools by Shubham shubham

Small software for running code safely, understanding GPU fleets, and giving coding agents useful access without giving them the whole machine.

tools

Built to be inspected, self-hosted, and used in production.

Sandbox

v0.1.0 · control plane + cli

Disposable coding environments for humans and AI agents, without handing either of them the keys to the whole machine.

A self-hosted Rust control plane with risk-aware AEGIS scheduling, Docker workers, PostgreSQL, optional NATS, and a typed remote CLI.

setup script ↗mcp config ↗

curl -fsSL https://tools.yshubham.com/sandbox/setup.sh | sh

Watchman

v0.8.3 · cli

A fast operator's lens for GPU inference servers: inspect them, benchmark them, and catch trouble before users do.

An open-source Rust utility for monitoring, debugging, benchmarking, and safely operating production GPU inference infrastructure.

documentation ↗github ↗

curl -fsSL https://tools.yshubham.com/watchman/install.sh | sh

use with agents

Skills and protocols for operating the tools from coding agents.

  • skill

    sandbox-platform ↗

    Sandbox lifecycle, risk signals, recovery, capacity diagnosis, and secret boundaries through CLI and MCP.

    npx skills add bas3line/rool-repo --skill sandbox-platform --agent '*' --global --yes

  • skill

    watchman ↗

    GPU incidents, telemetry, canaries, capacity planning, benchmarks, history, and rollout validation.

    npx skills add bas3line/rool-repo --skill watchman --agent '*' --global --yes

  • mcp

    sandbox-mcp ↗

    The Sandbox control plane exposed to coding agents through 10 tools, 3 resources, and 2 prompts.

    codex mcp add sandbox -- sandbox-mcp