Source: https://seerepo.com/compare/bojieli/ai-agent-book/vs/career-ops-hq/career-ops
Markdown source: https://seerepo.com/compare/bojieli/ai-agent-book/vs/career-ops-hq/career-ops.md
Description: ai-agent-book and career-ops share 8 technologies: React, Next.js, Tailwind CSS, class-variance-authority, tailwind-merge, Lucide, react-markdown, and remark-gfm. ai-agent-book is written in Python and career-ops in JavaScript.

# ai-agent-book vs career-ops

ai-agent-book and career-ops share 8 technologies: React, Next.js, Tailwind CSS, class-variance-authority, tailwind-merge, Lucide, react-markdown, and remark-gfm. ai-agent-book is written in Python and career-ops in JavaScript.

- [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
- [career-ops-hq/career-ops](https://seerepo.com/r/career-ops-hq/career-ops): Open-source AI job search agent and job finder: scan job boards, score each job 1-5 against your CV before you apply, tailor an ATS-friendly resume and cover letter, get interview prep and an application tracker. It helps you fill in each application; you press Submit. Runs locally in Codex, OpenCode and other AI CLIs, or as a Claude Code plugin.

## What they share and what sets them apart

- In common: React, Next.js, Tailwind CSS, class-variance-authority, tailwind-merge, Lucide, react-markdown, remark-gfm
- Only in ai-agent-book: uvicorn, FastAPI, azure-search-documents, azure-storage-blob, chromadb, psycopg2-binary, Postgres, pyarrow, OpenAI, Anthropic, Hugging Face, Google, PostHog, fastmcp, Flask, anyio, AIOHTTP, Vite, Express, Astro, mkdocs-material, Rich, matplotlib, 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, lxml, python-magic, torchcodec, xlrd, xlsxwriter, beautifulsoup4, pillow, python-pptx, pypdf2, reportlab, html2text, pypdf, python-docx, openpyxl, markdown, pdfplumber, pymupdf, sendgrid, youtube-transcript-api, yt-dlp, Pydantic, structlog, loguru, psutil, pptxgenjs, sharp, D3, recharts, onnxruntime-node, Radix UI, react-syntax-highlighter, katex
- Only in career-ops: github.com/charmbracelet/bubbletea, github.com/charmbracelet/lipgloss, github.com/muesli/termenv, js-yaml, @paper-design/shaders-react, pdfjs-dist

## Side by side

| | ai-agent-book | career-ops |
|---|---|---|
| Size | 422,447 lines written, 1,067 code files | 510,090 lines written, 866 code files |
| Who writes it | 20.8% of its commits signed by AI. With Claude Code | 22.7% of its commits signed by AI. With Claude Code, Cursor, CodeRabbit, Codex, Jules, and Gemini CLI |
| Activity | Last push October 8, 2026, 1,610 commits, 57,240 stars | Last push November 4, 2026, 3,676 commits, 80,170 stars |
| Tests | 624 test files. 34.3% of its code files have a test that imports them | 1,486 test files. 47.7% 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 career-ops?

career-ops, with 510,090 lines written; ai-agent-book has 422,447.

The proof: [career-ops-hq/career-ops's code at commit 9a72d72](https://github.com/career-ops-hq/career-ops/tree/9a72d7261255ccd46d732d1fe5a5c3c9376d3ceb)

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

career-ops, with 80,170 stars; ai-agent-book has 57,240.

The proof: [career-ops-hq/career-ops on GitHub](https://github.com/career-ops-hq/career-ops)

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

career-ops, with 1,486 test files; ai-agent-book has 624.

The proof: [career-ops-hq/career-ops's code at commit 9a72d72](https://github.com/career-ops-hq/career-ops/tree/9a72d7261255ccd46d732d1fe5a5c3c9376d3ceb)

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

career-ops: its last push was on November 4, 2026, and ai-agent-book's on October 8, 2026.

The proof: [career-ops-hq/career-ops's commits on GitHub](https://github.com/career-ops-hq/career-ops/commits)

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

career-ops: an AI signed 22.7% of its commits, with Claude Code, Cursor, CodeRabbit, Codex, Jules, and Gemini CLI; in ai-agent-book, 20.8%.

The proof: [the commits each tool signed in career-ops-hq/career-ops](https://seerepo.com/r/career-ops-hq/career-ops/ai)

## Sources

- bojieli/ai-agent-book: Read on November 5, 2026, at commit dbc046e (https://github.com/bojieli/ai-agent-book/tree/dbc046eb896ac4e39aa19c7774c8bf49583b89a6)
- career-ops-hq/career-ops: Read on November 4, 2026, at commit 9a72d72 (https://github.com/career-ops-hq/career-ops/tree/9a72d7261255ccd46d732d1fe5a5c3c9376d3ceb)

## 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.