Source: https://seerepo.com/compare/bojieli/ai-agent-book/vs/prowler-cloud/prowler
Markdown source: https://seerepo.com/compare/bojieli/ai-agent-book/vs/prowler-cloud/prowler.md
Description: ai-agent-book and prowler share 20 technologies: React, azure-storage-blob, psycopg2-binary, Postgres, OpenAI, PostHog, fastmcp, Next.js, matplotlib, lxml, reportlab, markdown, Tailwind CSS, D3, recharts, class-variance-authority, tailwind-merge, Radix UI, Lucide, and react-markdown. Both are written in Python.

# ai-agent-book vs prowler

ai-agent-book and prowler share 20 technologies: React, azure-storage-blob, psycopg2-binary, Postgres, OpenAI, PostHog, fastmcp, Next.js, matplotlib, lxml, reportlab, markdown, Tailwind CSS, D3, recharts, class-variance-authority, tailwind-merge, Radix UI, Lucide, and react-markdown. Both are written in Python.

- [bojieli/ai-agent-book](https://seerepo.com/r/bojieli/ai-agent-book): 《深入理解 AI Agent：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码
- [prowler-cloud/prowler](https://seerepo.com/r/prowler-cloud/prowler): This repo hosts Prowler OSS (CLI and Local Server). Prowler is the world’s most widely used open-source cloud security platform that automates security and compliance across any cloud environment for Humans and AI Agents.

## What they share and what sets them apart

- In common: React, azure-storage-blob, psycopg2-binary, Postgres, OpenAI, PostHog, fastmcp, Next.js, matplotlib, lxml, reportlab, markdown, Tailwind CSS, D3, recharts, class-variance-authority, tailwind-merge, Radix UI, Lucide, react-markdown
- Only in ai-agent-book: uvicorn, FastAPI, azure-search-documents, chromadb, pyarrow, Anthropic, Hugging Face, Google, Flask, anyio, AIOHTTP, Vite, Express, Astro, mkdocs-material, Rich, seaborn, Plotly, authlib, google-auth, google-auth-httplib2, google-auth-oauthlib, pyotp, accelerate, bitsandbytes, cut-cross-entropy, faiss-cpu, lightgbm, mem0ai, nltk, openai-whisper, scikit-image, sentencepiece, triton, xformers, torch, transformers, MCP, peft, datasets, tiktoken, litellm, Ollama, scikit-learn, rank-bm25, groq, librosa, trl, snac, torchaudio, opencv-python, sentence-transformers, langchain-openai, mlx-audio, vLLM, python-magic, torchcodec, xlrd, xlsxwriter, beautifulsoup4, pillow, python-pptx, pypdf2, html2text, pypdf, python-docx, openpyxl, pdfplumber, pymupdf, sendgrid, youtube-transcript-api, yt-dlp, Pydantic, structlog, loguru, psutil, pptxgenjs, sharp, onnxruntime-node, react-syntax-highlighter, remark-gfm, katex
- Only in prowler: Django, azure-mgmt-cosmosdb, azure-mgmt-storage, Celery, Neo4j, django-celery-results, Sentry, drf-nested-routers, djangorestframework, werkzeug, @next/third-parties, fonttools, alive-progress, azure-identity, azure-keyvault-keys, django-allauth, djangorestframework-simplejwt, dj-rest-auth, defusedxml, azure-mgmt-compute, azure-mgmt-containerregistry, azure-mgmt-network, azure-mgmt-resource, Gunicorn, botocore, boto3, django-guid, uvicorn-worker, next-themes, React Hook Form, TanStack, xyflow, Framer, @react-stately/utils, topojson-client, use-stick-to-bottom, world-atlas, @dagrejs/dagre, @lezer/highlight, @uiw/react-codemirror, cmdk, CodeMirror, react-day-picker, @radix-ui/react-icons, next-auth, LangChain, ai, @ai-sdk/react, @aws-sdk/client-bedrock-runtime, js-yaml, streamdown, Zod, @hookform/resolvers

## Side by side

| | ai-agent-book | prowler |
|---|---|---|
| Size | 422,447 lines written, 1,067 code files | 1,231,989 lines written, 4,452 code files |
| Who writes it | 20.8% of its commits signed by AI. With Claude Code | 1.1% of its commits signed by AI. With Claude Code, GitHub Copilot, CodeRabbit, and Cursor |
| Activity | Last push October 8, 2026, 1,610 commits, 57,240 stars | Last push November 8, 2026, 8,762 commits, 15,193 stars |
| Tests | 624 test files. 34.3% of its code files have a test that imports them | 2,848 test files. 17.1% 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, ai-agent-book or prowler?

prowler, with 1,231,989 lines written; ai-agent-book has 422,447.

The proof: [prowler-cloud/prowler's code at commit 9f6ebb0](https://github.com/prowler-cloud/prowler/tree/9f6ebb00e11a520de4f45a6eb5963eda28e09a86)

### Which has more GitHub stars, ai-agent-book or prowler?

ai-agent-book, with 57,240 stars; prowler has 15,193.

The proof: [bojieli/ai-agent-book on GitHub](https://github.com/bojieli/ai-agent-book)

### Which has more tests, ai-agent-book or prowler?

prowler, with 2,848 test files; ai-agent-book has 624.

The proof: [prowler-cloud/prowler's code at commit 9f6ebb0](https://github.com/prowler-cloud/prowler/tree/9f6ebb00e11a520de4f45a6eb5963eda28e09a86)

### Which was updated more recently, ai-agent-book or prowler?

prowler: its last push was on November 8, 2026, and ai-agent-book's on October 8, 2026.

The proof: [prowler-cloud/prowler's commits on GitHub](https://github.com/prowler-cloud/prowler/commits)

### Which has more commits signed by AI, ai-agent-book or prowler?

ai-agent-book: an AI signed 20.8% of its commits, with Claude Code; in prowler, 1.1%.

The proof: [the commits each tool signed in bojieli/ai-agent-book](https://seerepo.com/r/bojieli/ai-agent-book/ai)

## Sources

- bojieli/ai-agent-book: Read on November 5, 2026, at commit dbc046e (https://github.com/bojieli/ai-agent-book/tree/dbc046eb896ac4e39aa19c7774c8bf49583b89a6)
- prowler-cloud/prowler: Read on November 8, 2026, at commit 9f6ebb0 (https://github.com/prowler-cloud/prowler/tree/9f6ebb00e11a520de4f45a6eb5963eda28e09a86)

## 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.