multica vs shepherd
multica and shepherd share 3 technologies: React, Tailwind CSS, and @floating-ui/dom. multica is written in Go and shepherd in TypeScript.
LinkedInWhat they share and what sets them apart
multica-ai
multica
Make humans and AI agents work as one team — open-source and self-hostable.
Go55kRead on November 5, 2026, at commit 98846ceWhat is multica built with?Only in multica
- net/http
- chi
- go-redis
- pgx
- s3
- Postgres
- Redis
OpenAI- Resend
react-router-dom
- Electron
- @electron-toolkit/preload
react-native
- Expo
- expo-secure-store
- Next.js
fumadocs-core
PostHoggithub.com/golang-jwt/jwt/v5
github.com/aws/aws-sdk-go-v2/credentials
- github.com/yuin/goldmark
- github.com/tdewolff/parse/v2
- Prometheus
- github.com/prometheus/client_model
- github.com/lmittmann/tint
- gopkg.in/natefinch/lumberjack.v2
fontsource-variable
sonner
dnd-kit
motion
class-variance-authority
@shikijs/themes
tailwind-merge
react-native-safe-area-context
- react-native-svg
- expo-image
react-native-reanimated
react-native-gesture-handler
react-native-keyboard-controller
- Shopify
- @react-native-community/datetimepicker
- expo-status-bar
react-native-enriched-markdown
- @expo/vector-icons
- expo-image-picker
- expo-document-picker
@shikijs/core
marked
- Zod
- @tailwindcss/postcss
- PostCSS
yaml
- next-themes
- Base UI
- TanStack
@number-flow/react
- cmdk
emoji-mart
input-otp
react-day-picker
react-resizable-panels
recharts
- react-markdown
rehype-sanitize
katex
- linkify-it
- mdast-util-from-markdown
rehype-katex
rehype-raw
remark-breaks
remark-gfm
tiptap
- react-virtuoso
- lowlight
- Mermaid
- react-easy-crop
- hast-util-to-html
react-qr-code
- mdast-util-gfm-table
- mdast-util-math
micromark-extension-gfm-table
micromark-extension-math
- remark-cjk-friendly
- unist-util-visit
In common
shipshapecode
shepherd
Guide your users through a tour of your app
TypeScript13.8kRead on November 9, 2026, at commit f2170c9What is shepherd built with?Only in shepherd
@astrojs/starlight
- Astro
@astrojs/rss
Side by side
multicashepherd
SizeLines written by people and agents, without generated ones; code files, without tests.
multica1,429,010 lines written2,695 code files
shepherd18,990 lines written57 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.
multica35.7% of its commits signed by AIWith Claude Code, Cursor, Codex, and GitHub Copilot
shepherd0.7% of its commits signed by AIWith Claude Code and GitHub Copilot
ActivityFrom GitHub and its history, on the day SeeRepo read it.
multicaLast push November 5, 20265,414 commits55,017 stars
shepherdLast push November 9, 20263,114 commits13,827 stars
TestsThe files that test the code, and the share of code files a test imports.
multica2,450 test files63.7% of its code files have a test that imports them
shepherd60 test files33.3% of its code files have a test that imports them
Frequently asked questions
Which is bigger, multica or shepherd?
multica, with 1,429,010 lines written; shepherd has 18,990.
The proof: multica-ai/multica's code at commit 98846ce
Which has more GitHub stars, multica or shepherd?
multica, with 55,017 stars; shepherd has 13,827.
The proof: multica-ai/multica on GitHub
Which has more tests, multica or shepherd?
multica, with 2,450 test files; shepherd has 60.
The proof: multica-ai/multica's code at commit 98846ce
Which was updated more recently, multica or shepherd?
shepherd: its last push was on November 9, 2026, and multica's on November 5, 2026.
The proof: shipshapecode/shepherd's commits on GitHub
Which has more commits signed by AI, multica or shepherd?
multica: an AI signed 35.7% of its commits, with Claude Code, Cursor, Codex, and GitHub Copilot; in shepherd, 0.7%.
The proof: the commits each tool signed in multica-ai/multica
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