bbot vs cs249r_book
bbot and cs249r_book share 6 technologies: pyzmq, xmltodict, beautifulsoup4, jinja2, Pydantic, and psutil. Both are written in Python.
LinkedInWhat they share and what sets them apart
blacklanternsecurity
bbot
The recursive internet scanner for hackers. 🧡
Python11.1kRead on November 12, 2026, at commit beca7d2What is bbot built with?Only in bbot
- puremagic
- Ansible
ansible-runner
In common
harvard-edge
cs249r_book
Machine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r | https://mlsysbook.ai
Python30kRead on November 8, 2026, at commit de87c01What is cs249r_book built with?Only in cs249r_book
- async-lru
requests-cache
pyarrow
- anyio
- jupyter-core
jupyterlab-server
tornado
- Vite
- React
- idb
- Next.js
- cycler
fonttools
jupyterlab-pygments
- soupsieve
- tinycss2
contourpy
- ipywidgets
- jupyter-server-terminals
- jupyterlab-widgets
- matplotlib-inline
prompt-toolkit
seaborn
- widgetsnbextension
- Rich
matplotlib
- Plotly
- argon2-cffi
- argon2-cffi-bindings
groq
- Ollama
OpenAI- torch
- transformers
torchvision
- scikit-learn
sentence-transformers
librosa
nltk
- torch-geometric
- bleach
- defusedxml
- ghostscript
markdown-it-py
markupsafe
- mdurl
mistune
- nbconvert
- pandocfilters
- pylatexenc
- pypandoc
- python-frontmatter
- tablib
webencodings
- xlrd
- xlwt
pillow
lxml
jupytext
- nbformat
- annotated-types
- cattrs
- fastjsonschema
- fqdn
- jsonschema-specifications
- referencing
- rfc3339-validator
- rfc3986-validator
- jsonschema
- pydantic-core
prometheus-client
- python-json-logger
- Tailwind CSS
- Mermaid
- Chart.js
- D3
- compromise
katex
- dompurify
markdown-it
markdown-it-container
jspdf
- jspdf-autotable
- Framer
- react-medium-image-zoom
- Lucide
Side by side
bbotcs249r_book
SizeLines written by people and agents, without generated ones; code files, without tests.
bbot107,153 lines written249 code files
cs249r_book821,581 lines written1,977 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.
bbot0.1% of its commits signed by AIWith Claude Code and GitHub Copilot
cs249r_book2.7% of its commits signed by AIWith Codex, Claude Code, Gemini CLI, and Cursor
ActivityFrom GitHub and its history, on the day SeeRepo read it.
bbotLast push November 12, 20266,937 commits11,111 stars
cs249r_bookLast push November 8, 202622,351 commits30,011 stars
TestsThe files that test the code, and the share of code files a test imports.
bbot221 test files28.1% of its code files have a test that imports them
cs249r_book629 test files16.6% of its code files have a test that imports them
Frequently asked questions
Which is bigger, bbot or cs249r_book?
cs249r_book, with 821,581 lines written; bbot has 107,153.
The proof: harvard-edge/cs249r_book's code at commit de87c01
Which has more GitHub stars, bbot or cs249r_book?
cs249r_book, with 30,011 stars; bbot has 11,111.
The proof: harvard-edge/cs249r_book on GitHub
Which has more tests, bbot or cs249r_book?
cs249r_book, with 629 test files; bbot has 221.
The proof: harvard-edge/cs249r_book's code at commit de87c01
Which was updated more recently, bbot or cs249r_book?
bbot: its last push was on November 12, 2026, and cs249r_book's on November 8, 2026.
Which has more commits signed by AI, bbot or cs249r_book?
cs249r_book: an AI signed 2.7% of its commits, with Codex, Claude Code, Gemini CLI, and Cursor; in bbot, 0.1%.
The proof: the commits each tool signed in harvard-edge/cs249r_book
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