goose vs cog
goose and cog share 8 technologies: axum, Tokio, jsonschema, tracing, tracing-subscriber, OpenTelemetry, tracing-opentelemetry, and opentelemetry-otlp. goose is written in Rust and cog in Go.
LinkedInWhat they share and what sets them apart
aaif-goose
goose
an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
Rust56.5kRead on November 13, 2026, at commit 3c50f80What is goose built with?Only in goose
- 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
- 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
tracing-futures
opentelemetry-appender-tracing
- 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
- turndown
- Zod
- electron-log
- electron-squirrel-startup
In common
replicate
cog
Containers for machine learning
Go9.5kRead on November 15, 2026, at commit ee8ae12What is cog built with?Only in cog
- net/http
- Sentry
- github.com/tonistiigi/go-csvvalue
- github.com/getkin/kin-openapi
- github.com/xeipuuv/gojsonschema
structlog
- Docker
Side by side
goosecog
SizeLines written by people and agents, without generated ones; code files, without tests.
goose424,209 lines written1,022 code files
cog114,111 lines written254 code files
Who writes itA commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
goose4.9% of its commits signed by AIWith Claude Code, GitHub Copilot, Cursor, Amp, Codex, and Warp
cog0.8% of its commits signed by AIWith GitHub Copilot and Claude Code
ActivityFrom GitHub and its history, on the day SeeRepo read it.
gooseLast push November 13, 20265,985 commits56,507 stars
cogLast push November 7, 20262,234 commits9,498 stars
TestsThe files that test the code, and the share of code files a test imports.
goose239 test files20.2% of its code files have a test that imports them
cog183 test files62.6% of its code files have a test that imports them
Frequently asked questions
Which is bigger, goose or cog?
goose, with 424,209 lines written; cog has 114,111.
The proof: aaif-goose/goose's code at commit 3c50f80
Which has more GitHub stars, goose or cog?
goose, with 56,507 stars; cog has 9,498.
The proof: aaif-goose/goose on GitHub
Which has more tests, goose or cog?
goose, with 239 test files; cog has 183.
The proof: aaif-goose/goose's code at commit 3c50f80
Which was updated more recently, goose or cog?
goose: its last push was on November 13, 2026, and cog's on November 7, 2026.
The proof: aaif-goose/goose's commits on GitHub
Which has more commits signed by AI, goose or cog?
goose: an AI signed 4.9% of its commits, with Claude Code, GitHub Copilot, Cursor, Amp, Codex, and Warp; in cog, 0.8%.
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