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@magnitudedev/cli

v0.0.1-alpha.22

Published

Magnitude AI coding agent

Readme

Magnitude is a coding agent that runs entirely on open models. Built-in model routing keeps costs low without sacrificing performance.

  • Easy setup — One API key and you're up and running.
  • Reliable — We fix common open model failure modes.
  • Best models — We constantly test new model setups.
  • Web search — Built-in web search that is fast and reliable.
  • Private — Zero data retention on your prompts and code.
  • Transparent — API prices with no markup, $5 free credits.

Get started

  1. Run npm i -g @magnitudedev/cli in the terminal
  2. Run magnitude which will ask for an API key
  3. Sign up at app.magnitude.dev to get your free API key

If you are on Windows, you will need to use wsl.

$5 of free credits to start, no card required. API pricing with no markup after that.

Want to chat about your use case for open models? Book a call with our founder

What's under the hood?

  • Constrained decoding. Custom GBNF grammar that prevents common open model failure modes like overthinking and malformed tool calls.
  • Robust streaming parser. Speculative execution with rollback resolves ambiguous decision points that break naive parsers on open model output.
  • Harness reliability. Mid-stream schema validation and structured error feedback ensure the model always gets a corrective signal to work off.

Specialized agents

Magnitude is a curated system of specialized agents, each with its own defined role. These agents are made up of a system prompt, specific context, scoped toolsets, and a dedicated model + reasoning level. Here's the agents we include:

  • Leader. Talks to the user and delegates work. Model: GLM 5.2.
  • Scout. Fast and efficient exploration. Model: DeepSeek V4 Flash.
  • Architect. Plans and high-level design thinking. Model: Kimi K2.7 Code.
  • Engineer. Concrete planning and implementation. Model: Kimi K2.7 Code.
  • Critic. Critical and detail-oriented analysis. Model: Kimi K2.7 Code.
  • Scientist. Empirical debugging and information gathering. Model: Kimi K2.7 Code.

Acknowledgments

Built on top of Effect and OpenTUI.