Source: https://seerepo.com/compare/career-ops-hq/career-ops/vs/vectorize-io/hindsight
Markdown source: https://seerepo.com/compare/career-ops-hq/career-ops/vs/vectorize-io/hindsight.md
Description: career-ops and hindsight share 9 technologies: React, Next.js, js-yaml, Tailwind CSS, class-variance-authority, tailwind-merge, Lucide, react-markdown, and remark-gfm. career-ops is written in JavaScript and hindsight in Python.

# career-ops vs hindsight

career-ops and hindsight share 9 technologies: React, Next.js, js-yaml, Tailwind CSS, class-variance-authority, tailwind-merge, Lucide, react-markdown, and remark-gfm. career-ops is written in JavaScript and hindsight in Python.

- [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.
- [vectorize-io/hindsight](https://seerepo.com/r/vectorize-io/hindsight): Hindsight: Agent Memory That Learns

## What they share and what sets them apart

- In common: React, Next.js, js-yaml, Tailwind CSS, class-variance-authority, tailwind-merge, Lucide, react-markdown, remark-gfm
- Only in career-ops: github.com/charmbracelet/bubbletea, github.com/charmbracelet/lipgloss, github.com/muesli/termenv, @paper-design/shaders-react, pdfjs-dist
- Only in hindsight: FastAPI, pgvector, psycopg2-binary, Postgres, Claude, Google, OpenAI, AIOHTTP, uvicorn, fastmcp, Tokio, Preact, Rich, crossterm, indicatif, Ratatui, SQLAlchemy, alembic, cryptography, pyjwt, einops, Haystack, openai-agents, pydantic-ai-slim, strands-agents, litellm, torch, CrewAI, google-adk, LangChain, llama-index-core, autogen-core, MCP, pillow, validator.v2, Pydantic, opentelemetry-api, opentelemetry-semantic-conventions, OpenTelemetry, opentelemetry-exporter-otlp-proto-http, opentelemetry-instrumentation-fastapi, @tailwindcss/postcss, PostCSS, next-themes, sonner, Radix UI, react18-json-view, recharts, cmdk, ai, Zod, @opencode-ai/plugin, @clack/prompts

## Side by side

| | career-ops | hindsight |
|---|---|---|
| Size | 510,090 lines written, 866 code files | 749,226 lines written, 1,156 code files |
| Who writes it | 22.7% of its commits signed by AI. With Claude Code, Cursor, CodeRabbit, Codex, Jules, and Gemini CLI | 6.8% of its commits signed by AI. With Claude Code, Cursor, Codex, and GitHub Copilot |
| Activity | Last push November 4, 2026, 3,676 commits, 80,170 stars | Last push November 5, 2026, 4,037 commits, 58,979 stars |
| Tests | 1,486 test files. 47.7% of its code files have a test that imports them | 1,333 test files. 30.2% 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, career-ops or hindsight?

hindsight, with 749,226 lines written; career-ops has 510,090.

The proof: [vectorize-io/hindsight's code at commit ee3bd04](https://github.com/vectorize-io/hindsight/tree/ee3bd049ebe3b96b7d1120328429102100c1e28e)

### Which has more GitHub stars, career-ops or hindsight?

career-ops, with 80,170 stars; hindsight has 58,979.

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

### Which has more tests, career-ops or hindsight?

career-ops, with 1,486 test files; hindsight has 1,333.

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, career-ops or hindsight?

hindsight: its last push was on November 5, 2026, and career-ops's on November 4, 2026.

The proof: [vectorize-io/hindsight's commits on GitHub](https://github.com/vectorize-io/hindsight/commits)

### Which has more commits signed by AI, career-ops or hindsight?

career-ops: an AI signed 22.7% of its commits, with Claude Code, Cursor, CodeRabbit, Codex, Jules, and Gemini CLI; in hindsight, 6.8%.

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

## Sources

- career-ops-hq/career-ops: Read on November 4, 2026, at commit 9a72d72 (https://github.com/career-ops-hq/career-ops/tree/9a72d7261255ccd46d732d1fe5a5c3c9376d3ceb)
- vectorize-io/hindsight: Read on November 5, 2026, at commit ee3bd04 (https://github.com/vectorize-io/hindsight/tree/ee3bd049ebe3b96b7d1120328429102100c1e28e)

## 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.