Source: https://seerepo.com/compare/CarterPerez-dev/Cybersecurity-Projects/vs/datawhalechina/hello-agents
Markdown source: https://seerepo.com/compare/CarterPerez-dev/Cybersecurity-Projects/vs/datawhalechina/hello-agents.md
Description: Cybersecurity-Projects and hello-agents share 29 technologies: FastAPI, Flask, aiosqlite, asyncpg, psycopg2-binary, Redis, SQLite, Postgres, AIOHTTP, uvicorn, Vite, React, react-router-dom, Rich, matplotlib, alembic, SQLAlchemy, passlib, bcrypt, python-jose, lxml, openpyxl, pymupdf, python-docx, xlrd, email-validator, Pydantic, OpenTelemetry, and Tailwind CSS. Cybersecurity-Projects is written in Go and hello-agents in Python.

# Cybersecurity-Projects vs hello-agents

Cybersecurity-Projects and hello-agents share 29 technologies: FastAPI, Flask, aiosqlite, asyncpg, psycopg2-binary, Redis, SQLite, Postgres, AIOHTTP, uvicorn, Vite, React, react-router-dom, Rich, matplotlib, alembic, SQLAlchemy, passlib, bcrypt, python-jose, lxml, openpyxl, pymupdf, python-docx, xlrd, email-validator, Pydantic, OpenTelemetry, and Tailwind CSS. Cybersecurity-Projects is written in Go and hello-agents in Python.

- [CarterPerez-dev/Cybersecurity-Projects](https://seerepo.com/r/CarterPerez-dev/Cybersecurity-Projects): Building 70 Projects ranging from beginner to advanced so anyone can — learn from, build upon, use as a reference, or even copy directly. Owned by my cybersecurity company 👇
- [datawhalechina/hello-agents](https://seerepo.com/r/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

## What they share and what sets them apart

- In common: FastAPI, Flask, aiosqlite, asyncpg, psycopg2-binary, Redis, SQLite, Postgres, AIOHTTP, uvicorn, Vite, React, react-router-dom, Rich, matplotlib, alembic, SQLAlchemy, passlib, bcrypt, python-jose, lxml, openpyxl, pymupdf, python-docx, xlrd, email-validator, Pydantic, OpenTelemetry, Tailwind CSS
- Only in Cybersecurity-Projects: net/http, Sinatra, chi, axum, flask-cors, aiomysql, go-redis, pgx, pq, pymongo, rusqlite, sqlx, MySQL, github.com/pressly/goose/v3, github.com/tidwall/redcon, MongoDB, fastavro, HashiCorp, pyarrow, SurrealDB, Tokio, github.com/charmbracelet/bubbletea, tower, Solid, @solidjs/router, github.com/charmbracelet/lipgloss, charm.land/lipgloss/v2, Ratatui, github.com/charmbracelet/bubbles, sqlmodel, github.com/jmoiron/sqlx, argon2-cffi, fido2, pyjwt, webauthn, pwdlib, cryptography, github.com/lestrrat-go/jwx/v3, hkdf, csv, github.com/pdfcpu/pdfcpu, github.com/PuerkitoBio/goquery, defusedxml, github.com/go-audio/wav, github.com/mewkiz/flac, github.com/mmcdole/gofeed, github.com/skip2/go-qrcode, golang.org/x/image, github.com/go-playground/validator/v10, Gunicorn, structlog, github.com/rs/zerolog, github.com/moby/moby/api, github.com/moby/moby/client, tracing, Docker, psutil, tracing-subscriber, sonner, react-error-boundary, react-icons, Zod, react-leaflet, recharts, xterm, @fontsource-variable/inter, react-globe.gl, d3-scale, @fontsource-variable/space-grotesk, @fontsource/ibm-plex-mono, @dagrejs/dagre, visx
- Only in hello-agents: chromadb, libsql-client, oracledb, pymilvus, OpenAI, Qdrant, Hugging Face, python, react-dom, fastmcp, starlette, anyio, Streamlit, Vue, vue-router, cycler, fonttools, soupsieve, contourpy, ipywidgets, Plotly, Gradio, seaborn, accelerate, bitsandbytes, camel-ai, MCP, mermaid, onnxruntime, peft, safetensors, tavily-python, textblob, tokenizers, hello-agents, torch, transformers, agentscope, scikit-learn, sentence-transformers, tiktoken, autogen-agentchat, autogen-ext, datasets, langchain-openai, langdetect, LangGraph, paddlenlp, rank-bm25, spaCy, imaplib2, markdown, pdfminer.six, pypdf, reportlab, pdfplumber, pillow, feedparser, pypdf2, beautifulsoup4, jinja2, pymupdf4llm, annotated-types, jsonschema, kubernetes, opentelemetry-exporter-otlp-proto-grpc, loguru, ant-design-vue, D3, @ant-design/icons-vue, katex, markdown-it, vue-flow, @monaco-editor/loader, Chart.js, vue-chartjs, highlight.js, dompurify, marked, react-markdown, Element, vue-echarts, echarts, @element-plus/icons-vue, Leaflet, @amap/amap-jsapi-loader, html2canvas, jspdf

## Side by side

| | Cybersecurity-Projects | hello-agents |
|---|---|---|
| Size | 391,004 lines written, 1,694 code files | 227,369 lines written, 1,215 code files |
| Who writes it | 0% of its commits signed by AI | 3.3% of its commits signed by AI. With Codex, Claude Code, and Cursor |
| Activity | Last push November 14, 2026, 1,192 commits, 9,509 stars | Last push November 11, 2026, 667 commits, 86,829 stars |
| Tests | 520 test files. 33.6% of its code files have a test that imports them | 103 test files. 6.8% of its code files have a test that imports them |

- 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, Cybersecurity-Projects or hello-agents?

Cybersecurity-Projects, with 391,004 lines written; hello-agents has 227,369.

The proof: [CarterPerez-dev/Cybersecurity-Projects's code at commit f34a6c1](https://github.com/CarterPerez-dev/Cybersecurity-Projects/tree/f34a6c17ac84bca8cb515e979d7080bc8851e565)

### Which has more GitHub stars, Cybersecurity-Projects or hello-agents?

hello-agents, with 86,829 stars; Cybersecurity-Projects has 9,509.

The proof: [datawhalechina/hello-agents on GitHub](https://github.com/datawhalechina/hello-agents)

### Which has more tests, Cybersecurity-Projects or hello-agents?

Cybersecurity-Projects, with 520 test files; hello-agents has 103.

The proof: [CarterPerez-dev/Cybersecurity-Projects's code at commit f34a6c1](https://github.com/CarterPerez-dev/Cybersecurity-Projects/tree/f34a6c17ac84bca8cb515e979d7080bc8851e565)

### Which was updated more recently, Cybersecurity-Projects or hello-agents?

Cybersecurity-Projects: its last push was on November 14, 2026, and hello-agents's on November 11, 2026.

The proof: [CarterPerez-dev/Cybersecurity-Projects's commits on GitHub](https://github.com/CarterPerez-dev/Cybersecurity-Projects/commits)

### Which has more commits signed by AI, Cybersecurity-Projects or hello-agents?

hello-agents: an AI signed 3.3% of its commits, with Codex, Claude Code, and Cursor.

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

## Sources

- CarterPerez-dev/Cybersecurity-Projects: Read on November 15, 2026, at commit f34a6c1 (https://github.com/CarterPerez-dev/Cybersecurity-Projects/tree/f34a6c17ac84bca8cb515e979d7080bc8851e565)
- datawhalechina/hello-agents: Read on November 12, 2026, at commit 2a506bc (https://github.com/datawhalechina/hello-agents/tree/2a506bc7e0e3e2235435559b7f2825057ce9a09c)

## 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.
