# langchain-ai/deepagents

> An opinionated Python/TypeScript agent harness built on LangGraph. Bundles filesystem, sub-agents, context management, persistent memory and shell access so agents can run long, multi-step tasks out of the box.

- Magnitude: 2.8 out of 10 — Steady
- Stars: 30,787 total · +7 stars measured 2026-10-30, 10:49–13:05 UTC, ≈ 24 by evening
- Star trust: star growth looks organic
- Category: AI agents · Language: Python · License: MIT · Created: 2025-07-27 · Last push: 2026-10-30
- GitHub: https://github.com/langchain-ai/deepagents · Homepage: https://docs.langchain.com/deepagents · Page: https://gitnova.dev/en/r/langchain-ai/deepagents

## Useful for

- Scaffold an agent that offloads long tool outputs to disk and summarizes threads
- Delegate research subtasks to sub-agents with isolated context windows
- Add human approval for tool calls before executing them in production

## Why it’s here

- Star-counter measurements on 2026-10-30 (UTC), 10:49–13:05: 30780 → 30787 stars (+7). This is the change over that interval.
- Estimated end-of-day forecast: about +24 stars, using observed gains and the previous day.
- Over the last two days the pace is 1.5× that of the previous week and a half.
- GitHub Trending Python today: #5, +60 stars.
- About 10 forks a day — people are taking the code.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 4,329
- Issues and pull requests: 7,294
- Watchers: 139
- Average over the last week: 40 per day
- Usual pace: 33 per day
- Stars in the last hour (measured): 4
- Latest release: langchain-quickjs==0.3.11 (2026-10-27)

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-10-01 … 2026-10-30: 15, 18, 16, 19, 21, 16, 34, 35, 53, 20, 31, 48, 48, 50, 40, 29, 33, 24, 41, 25, 36, 31, 24, 24, 30, 42, 34, 54, 70, 7

## Spotted in now

- GitHub Trending Python today: #5, +60 stars

## More in this category

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   A Claude Code configuration that turns a single session into a structured game studio: 49 specialized subagents, 74 slash-command skills, hooks, rules and templates mirroring a real studio hierarchy. It adds design reviews, QA passes and…
   Full card: https://gitnova.dev/en/r/Donchitos/Claude-Code-Game-Studios.md
2. **HKUDS/DeepTutor** — 8.7 · Breakout · AI agents · Python · +1,311 stars measured 2026-10-30, 00:15–13:01 UTC, ≈ 2,341 by evening
   A lifelong personalized AI tutor with long-term memory: builds learning paths, reads documents and books, and runs practice and assessments via a multi-agent system and RAG.
   Full card: https://gitnova.dev/en/r/HKUDS/DeepTutor.md
3. **ccch1mneyyy/dsh-Go** — 8.6 · Breakout · AI agents · Dart · +1,630 stars measured 2026-10-30, 00:18–13:01 UTC, ≈ 2,512 by evening
   Unofficial Android client for DeepSeek Harness: runs DSH on the phone in a built-in Linux environment without root or Termux, and can also remotely control DSH on your computer.
   Full card: https://gitnova.dev/en/r/ccch1mneyyy/dsh-Go.md
4. **milind-soni/OpenMausBot** — 7.8 · Breakout · AI agents · TypeScript · +532 stars measured 2026-10-30, 00:15–13:01 UTC, ≈ 936 by evening
   ,
   Full card: https://gitnova.dev/en/r/milind-soni/OpenMausBot.md
5. **pbakaus/impeccable** — 7.8 · Breakout · AI agents · Rust · +1,139 stars measured 2026-10-30, 00:15–13:01 UTC, ≈ 2,139 by evening
   A set of commands and detector rules for AI coding agents that helps them produce better frontend design instead of generic templates. Installs as a skill into Claude Code, Cursor, Codex and other harnesses.
   Full card: https://gitnova.dev/en/r/pbakaus/impeccable.md

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-10-30 13:16 UTC, updated every 30 minutes.