hello-agents vs iFixAi
hello-agents and iFixAi share 4 technologies: AIOHTTP, Rich, Pydantic, and jsonschema. Both are written in Python.
What they share and what sets them apart
datawhalechina
hello-agents
📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程
Python86kRead on November 4, 2026, at commit 36f583cWhat is hello-agents built with?Only in hello-agents
- FastAPI
uvicorn
- aiosqlite
- asyncpg
psycopg2-binary
- Postgres
chromadb
- Redis
- SQLite
oracledb
- pymilvus
OpenAI- Qdrant
- Hugging Face
- Flask
fastmcp
starlette
- anyio
- Streamlit
- Vite
- Vue
vue-router
- React
react-router-dom
- cycler
fonttools
contourpy
- Plotly
- Gradio
matplotlib
- alembic
- SQLAlchemy
- bcrypt
accelerate
- MCP
- onnxruntime
peft
safetensors
- tavily-python
tokenizers
- torch
- transformers
- scikit-learn
sentence-transformers
- tiktoken
- datasets
langchain-openai
- LangGraph
- paddlenlp
- rank-bm25
- spaCy
lxml
- markdown
- openpyxl
pdfminer.six
pypdf
- python-docx
- reportlab
- xlrd
- pdfplumber
pillow
feedparser
pymupdf
- beautifulsoup4
- jinja2
- annotated-types
- email-validator
- pydantic-core
- OpenTelemetry
opentelemetry-exporter-otlp-proto-grpc
loguru
- D3
katex
- Tailwind CSS
markdown-it
vue-flow
- Chart.js
vue-chartjs
highlight.js
- dompurify
marked
- react-markdown
- Element
echarts
- Leaflet
- Mermaid
- html2canvas
jspdf
In common
ifixai-ai
iFixAi
Independent Auditing of AI Agents. Run by human or the agent itself, to answer the most crucial question in the AI Agent Economy. Is the agent doing what is supposed to do? With iFixAi you can have this answer in less than 120 seconds.
Python43.7kRead on November 6, 2026, at commit 260550fWhat is iFixAi built with?Only in iFixAi
Side by side
hello-agentsiFixAi
SizeLines written by people and agents, without generated ones; code files, without tests.
hello-agents226,661 lines written1,212 code files
iFixAi149,809 lines written343 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.
hello-agents2.4% of its commits signed by AIWith Codex, Cursor, and Claude Code
iFixAi4.8% of its commits signed by AIWith Claude Code
ActivityFrom GitHub and its history, on the day SeeRepo read it.
hello-agentsLast push October 13, 2026660 commits86,039 stars
iFixAiLast push November 2, 2026351 commits43,695 stars
TestsThe files that test the code, and the share of code files a test imports.
hello-agents97 test files6.9% of its code files have a test that imports them
iFixAi267 test files0.6% of its code files have a test that imports them
Frequently asked questions
Which is bigger, hello-agents or iFixAi?
hello-agents, with 226,661 lines written; iFixAi has 149,809.
The proof: datawhalechina/hello-agents's code at commit 36f583c
Which has more GitHub stars, hello-agents or iFixAi?
hello-agents, with 86,039 stars; iFixAi has 43,695.
The proof: datawhalechina/hello-agents on GitHub
Which has more tests, hello-agents or iFixAi?
iFixAi, with 267 test files; hello-agents has 97.
The proof: ifixai-ai/iFixAi's code at commit 260550f
Which was updated more recently, hello-agents or iFixAi?
iFixAi: its last push was on November 2, 2026, and hello-agents's on October 13, 2026.
The proof: ifixai-ai/iFixAi's commits on GitHub
Which has more commits signed by AI, hello-agents or iFixAi?
iFixAi: an AI signed 4.8% of its commits, with Claude Code; in hello-agents, 2.4%.
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