LangBot vs hindsight

LangBot and hindsight share 25 technologies: pgvector, Postgres, OpenAI, AIOHTTP, React, SQLAlchemy, alembic, cryptography, pyjwt, LangChain, MCP, litellm, pillow, Pydantic, Tailwind CSS, class-variance-authority, tailwind-merge, sonner, Radix UI, recharts, cmdk, Lucide, react-markdown, remark-gfm, and Zod. Both are written in Python.

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What they share and what sets them apart

langbot-app

LangBot

Production-grade platform for building agentic IM bots - 生产级多平台智能机器人开发平台/ Agent、知识库编排、插件系统 / Bots for Discord / Slack / LINE / Telegram / WeChat(企业微信, 企微智能机器人, 公众号) / 飞书 / 钉钉 / QQ / Matrix e.g. Integrated with ChatGPT(GPT), DeepSeek, Dify, n8n, Langflow, Coze, Claude, Gemini, GLM, Ollama, SiliconFlow, Kimi, openclaw / hermes agent, deerflow

Python18.8kRead on November 6, 2026, at commit 759ab65What is LangBot built with?

Only in LangBot

In common

Only in hindsight

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
LangBot640,677 lines written1,270 code files
hindsight749,226 lines written1,156 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.
LangBot4.4% of its commits signed by AIWith Claude Code, GitHub Copilot, Devin, Codex, and Cursor
hindsight6.8% of its commits signed by AIWith Claude Code, Cursor, Codex, and GitHub Copilot
ActivityFrom GitHub and its history, on the day SeeRepo read it.
LangBotLast push November 6, 20265,089 commits18,753 stars
hindsightLast push November 5, 20264,037 commits58,979 stars
TestsThe files that test the code, and the share of code files a test imports.
LangBot850 test files46.6% of its code files have a test that imports them
hindsight1,333 test files30.2% of its code files have a test that imports them

Frequently asked questions

Which is bigger, LangBot or hindsight?
hindsight, with 749,226 lines written; LangBot has 640,677.

The proof: vectorize-io/hindsight's code at commit ee3bd04

Which has more GitHub stars, LangBot or hindsight?
hindsight, with 58,979 stars; LangBot has 18,753.

The proof: vectorize-io/hindsight on GitHub

Which has more tests, LangBot or hindsight?
hindsight, with 1,333 test files; LangBot has 850.

The proof: vectorize-io/hindsight's code at commit ee3bd04

Which was updated more recently, LangBot or hindsight?
LangBot: its last push was on November 6, 2026, and hindsight's on November 5, 2026.

The proof: langbot-app/LangBot's commits on GitHub

Which has more commits signed by AI, LangBot or hindsight?
hindsight: an AI signed 6.8% of its commits, with Claude Code, Cursor, Codex, and GitHub Copilot; in LangBot, 4.4%.

The proof: the commits each tool signed in vectorize-io/hindsight

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