Source: https://seerepo.com/compare/aden-hive/hive/vs/vectorize-io/hindsight
Markdown source: https://seerepo.com/compare/aden-hive/hive/vs/vectorize-io/hindsight.md
Description: hive and hindsight share 11 technologies: Anthropic, fastmcp, React, litellm, MCP, Pydantic, Tailwind CSS, tailwind-merge, Lucide, react-markdown, and remark-gfm. Both are written in Python.

# hive vs hindsight

hive and hindsight share 11 technologies: Anthropic, fastmcp, React, litellm, MCP, Pydantic, Tailwind CSS, tailwind-merge, Lucide, react-markdown, and remark-gfm. Both are written in Python.

- [aden-hive/hive](https://seerepo.com/r/aden-hive/hive): Multi-Agent Harness for Production AI
- [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: Anthropic, fastmcp, React, litellm, MCP, Pydantic, Tailwind CSS, tailwind-merge, Lucide, react-markdown, remark-gfm
- Only in hive: Vite, react-router-dom, psutil, fontsource-variable, echarts, Mermaid, shiki
- Only in hindsight: FastAPI, pg0-embedded, pgvector, psycopg2-binary, Postgres, Google, OpenAI, AIOHTTP, uvicorn, Tokio, Next.js, Preact, @paperclipai/plugin-sdk, Rich, crossterm, indicatif, Ratatui, SQLAlchemy, alembic, cryptography, pyjwt, ag2, agent-framework-core, einops, Haystack, hindsight-api-slim, openai-agents, Pipecat, pydantic-ai-slim, strands-agents, toktok-rs, hindsight-api, hindsight-client, dify-plugin, hindsight-embed, torch, CrewAI, google-adk, LangChain, llama-index-core, safety-agent, agno, autogen-core, composio, flashrank, smolagents, pillow, validator.v2, metricreader.--init--, opentelemetry-api, opentelemetry-semantic-conventions, OpenTelemetry, opentelemetry-exporter-otlp-proto-http, opentelemetry-exporter-prometheus, opentelemetry-instrumentation-fastapi, class-variance-authority, @tailwindcss/postcss, PostCSS, next-themes, sonner, Radix UI, react18-json-view, recharts, cmdk, ai, Zod, Cloudflare, @opencode-ai/plugin, @elizaos/core, eve, js-yaml, @clack/prompts

## Side by side

| | hive | hindsight |
|---|---|---|
| Size | 408,502 lines written, 479 code files | 757,273 lines written, 1,227 code files |
| Who writes it | 8% of its commits signed by AI. With Claude Code, Cursor, Codex, and GitHub Copilot | 6.9% of its commits signed by AI. With Claude Code, Cursor, Codex, and GitHub Copilot |
| Activity | Last push November 8, 2026, 2,615 commits, 11,155 stars | Last push November 10, 2026, 4,099 commits, 60,129 stars |
| Tests | 468 test files. 48.2% of its code files have a test that imports them | 1,363 test files. 28.6% 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, hive or hindsight?

hindsight, with 757,273 lines written; hive has 408,502.

The proof: [vectorize-io/hindsight's code at commit 85ab32e](https://github.com/vectorize-io/hindsight/tree/85ab32ebe4301e59c173c4dc775e01b1e6d43a71)

### Which has more GitHub stars, hive or hindsight?

hindsight, with 60,129 stars; hive has 11,155.

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

### Which has more tests, hive or hindsight?

hindsight, with 1,363 test files; hive has 468.

The proof: [vectorize-io/hindsight's code at commit 85ab32e](https://github.com/vectorize-io/hindsight/tree/85ab32ebe4301e59c173c4dc775e01b1e6d43a71)

### Which was updated more recently, hive or hindsight?

hindsight: its last push was on November 10, 2026, and hive's on November 8, 2026.

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

### Which has more commits signed by AI, hive or hindsight?

hive: an AI signed 8% of its commits, with Claude Code, Cursor, Codex, and GitHub Copilot; in hindsight, 6.9%.

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

## Sources

- aden-hive/hive: Read on November 12, 2026, at commit c6c2cdc (https://github.com/aden-hive/hive/tree/c6c2cdcfe5a6142cd0da3f82424afc9dd9721cc3)
- vectorize-io/hindsight: Read on November 10, 2026, at commit 85ab32e (https://github.com/vectorize-io/hindsight/tree/85ab32ebe4301e59c173c4dc775e01b1e6d43a71)

## 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.