Source: https://seerepo.com/compare/aaif-goose/goose/vs/origin-brain/rust-by-practice
Markdown source: https://seerepo.com/compare/aaif-goose/goose/vs/origin-brain/rust-by-practice.md
Description: goose and rust-by-practice share 4 technologies: Tokio, tracing, tracing-futures, and tracing-subscriber. Both are written in Rust.

# goose vs rust-by-practice

goose and rust-by-practice share 4 technologies: Tokio, tracing, tracing-futures, and tracing-subscriber. Both are written in Rust.

- [aaif-goose/goose](https://seerepo.com/r/aaif-goose/goose): an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
- [origin-brain/rust-by-practice](https://seerepo.com/r/origin-brain/rust-by-practice): Rust By Practice will evolve into Origin.

## What they share and what sets them apart

- In common: Tokio, tracing, tracing-futures, tracing-subscriber
- Only in goose: axum, sqlx, lru, AIOHTTP, axum-server, Vite, React, React Router, Express, Electron, MCP, console, cliclack, comfy-table, indicatif, keyring, oauth2, rmcp, agent-client-protocol, aws-sdk-bedrockruntime, llama-cpp-2, safemlx-lm, agent-client-protocol-schema, aws-sdk-sagemakerruntime, candle-core, candle-nn, candle-transformers, hf-hub, llama-cpp-sys-2, safemlx, safemlx-lm-utils, tiktoken-rs, tokenizers, minijinja, v_htmlescape, image, docx-rs, lopdf, pulldown-cmark, qrcode, symphonia, umya-spreadsheet, zip, schemars, jsonschema, OpenTelemetry, tracing-opentelemetry, opentelemetry-appender-tracing, opentelemetry-otlp, opentelemetry-stdout, tracing-appender, Tailwind CSS, class-variance-authority, tailwind-merge, Radix UI, react-toastify, TanStack, Framer, @mcp-ui/client, react-select, react-syntax-highlighter, Lucide, @agentclientprotocol/sdk, katex, react-markdown, rehype-katex, remark-breaks, remark-gfm, remark-math, turndown, Zod, electron-log, electron-squirrel-startup
- Only in rust-by-practice: None

## Side by side

| | goose | rust-by-practice |
|---|---|---|
| Size | 425,701 lines written, 1,023 code files | 4,597 lines written, 30 code files |
| Who writes it | 4.9% of its commits signed by AI. With Claude Code, GitHub Copilot, Cursor, Amp, Codex, and Warp | 0.2% of its commits signed by AI. With Claude Code |
| Activity | Last push November 10, 2026, 5,932 commits, 56,412 stars | Last push August 24, 2026, 559 commits, 14,804 stars |
| Tests | 233 test files. 20% of its code files have a test that imports them | 3 test files |

- Size: Lines written by people and agents, without generated ones; code files, without tests.
- Who writes it: A commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
- Activity: From GitHub and its history, on the day SeeRepo read it.
- Tests: The files that test the code, and the share of code files a test imports.

## Frequently asked questions

### Which is bigger, goose or rust-by-practice?

goose, with 425,701 lines written; rust-by-practice has 4,597.

The proof: [aaif-goose/goose's code at commit 72b8db8](https://github.com/aaif-goose/goose/tree/72b8db883ff827f5aa0a0955e2007d1407f5d9b9)

### Which has more GitHub stars, goose or rust-by-practice?

goose, with 56,412 stars; rust-by-practice has 14,804.

The proof: [aaif-goose/goose on GitHub](https://github.com/aaif-goose/goose)

### Which has more tests, goose or rust-by-practice?

goose, with 233 test files; rust-by-practice has 3.

The proof: [aaif-goose/goose's code at commit 72b8db8](https://github.com/aaif-goose/goose/tree/72b8db883ff827f5aa0a0955e2007d1407f5d9b9)

### Which was updated more recently, goose or rust-by-practice?

goose: its last push was on November 10, 2026, and rust-by-practice's on August 24, 2026.

The proof: [aaif-goose/goose's commits on GitHub](https://github.com/aaif-goose/goose/commits)

### Which has more commits signed by AI, goose or rust-by-practice?

goose: an AI signed 4.9% of its commits, with Claude Code, GitHub Copilot, Cursor, Amp, Codex, and Warp; in rust-by-practice, 0.2%.

The proof: [the commits each tool signed in aaif-goose/goose](https://seerepo.com/r/aaif-goose/goose/ai)

## Sources

- aaif-goose/goose: Read on November 10, 2026, at commit 72b8db8 (https://github.com/aaif-goose/goose/tree/72b8db883ff827f5aa0a0955e2007d1407f5d9b9)
- origin-brain/rust-by-practice: Read on November 8, 2026, at commit fc56105 (https://github.com/origin-brain/rust-by-practice/tree/fc561055b71b8356a78542e82794fa06d5fe00b0)

## What is your repo built with?

Any public repo, with no account: https://seerepo.com/r/owner/repo/built, with the owner and name it has on GitHub.