deer-flow / docker
AGENTS.md85k starsChanged 5 months agoMITView on GitHub
Compose files, nginx configuration and the sandbox provisioner. The Helm chart in deploy/helm/ carries the same nginx routes. - Place the browser-stream WebSocket location before the generic threads location in the Docker, local and Helm nginx configs. nginx takes the first matching regex. - Publish a port with an explicit bind address. A bare "${PORT}:2026" binds 0.0.0.0. Both Compose files default the host to 127.0.0.1. Only the published nginx port is external. - The root PORT controls Docker ingress only.…
- Reads credentials
Trending
More talk lately.about the whole repository
Who's talking about bytedance/deer-flow
- Bijan Bowen“ByteDance DeerFlow - (Deep Research Agents with a LOCAL LLM!)”YouTube · May 13, 2025 · 21k views
- DevsKingdom“DeerFlow 2.0: ByteDance's OpenClaw Rival”YouTube · Mar 24, 2026 · 12k views
- Pulse“bytedance/deer-flow hit 24K GitHub stars in 10 months #DeerFlow #ByteDance #Ai #Agent #Research”YouTube · Mar 6, 2026 · 1.1k views
- DevCovery“Is AutoGPT stuck playing bit parts? ByteDance open-sources deer-flow, giving AI independent Dock...”YouTube · Mar 11, 2026 · 807 views
- githubrepo_cloud“🏆 [GitHub Repo of the Day] deer-flow: The Free Tool Taking Over GitHub! #shorts”YouTube · Oct 2, 2026 · 759 views
The biggest 5 of 105 mentions linking to the repository that our crawl found. Each line is their own headline.
See all 105
Talked about on GitHub, YouTube, Bluesky, Hacker News and the web (105 times).
On GitHub · 50
- Jun 22, 2026feat(agents): add DeerFlow (bytedance/deer-flow) framework support — jaylfc/taOS2 reactions · 4 comments
- Feb 26, 2026[Add App]DeerFlow - 2.0 — beclab/apps2 reactions · 1 comment
- May 31, 2025更加炫酷的打字动画 — ant-design/x2 reactions · 1 comment
- Mar 7, 2026Feature: Automatic Session Title Generation — Lightweight LLM-Based Title After First Exchange (inspired by DeerFlow) — NousResearch/hermes-agent1 reaction · 5 comments
- Nov 26, 2025Explore integrating deer-flow into research features — XJTU-RL/Power-Planer1 reaction
45 more on GitHub
- May 12, 2025Request - Bytedance DeerFlow Integration — onyx-dot-app/onyx1 reaction · 2 comments
- Nov 11, 2026Extra Fingerprints to add — SocksTheWolf/AgenticAlert0 reactions · 1 comment
- Nov 10, 2026fix(models): add opt-in merge of consecutive user messages (#6751) — wycocoyu/deer-flow0 reactions
- Nov 10, 2026fix(frontend): restore the draft and welcome state when a new session send fails (upstream #8039) — Zhong-fan/deer-flow0 reactions · 2 comments
- Nov 9, 2026fix(agents): count vLLM reasoning tokens in the summarization trigger (upstream #8074) — Zhong-fan/deer-flow0 reactions · 1 comment
- Nov 9, 2026fix(gateway): evict completed RunRecords in production (upstream #5009) — Zhong-fan/deer-flow0 reactions · 2 comments
- Nov 9, 2026fix(gateway): evict completed RunRecords in production (upstream #5009) — Zhong-fan/deer-flow0 reactions
- Nov 9, 2026fix(gateway): evict completed RunRecords in production (upstream #5009) — Zhong-fan/deer-flow0 reactions
- Nov 9, 2026fix(gateway): evict completed RunRecords in production (upstream #5009) — Zhong-fan/deer-flow0 reactions
- Nov 9, 2026fix(gateway): evict completed RunRecords in production (upstream #5009) — Zhong-fan/deer-flow0 reactions
- Nov 9, 2026fix(gateway): evict completed RunRecords in production (upstream #5009) — Zhong-fan/deer-flow0 reactions
- Nov 9, 2026fix(gateway): evict completed RunRecords in production (upstream #5009) — Zhong-fan/deer-flow0 reactions
- Nov 4, 2026agent-skills.github.bytedance.deer-flow: 2.1.0 → 2.2.0 — sudosubin/agents.nix0 reactions
- Nov 4, 2026claude-code-plugins.github.bytedance.deer-flow: 2.1.0 → 2.2.0 — sudosubin/agents.nix0 reactions
- Oct 28, 2026fix(subagents): validate recovery before superseding source tasks — Aldenshile/deer-flow0 reactions
- Oct 26, 2026Add licensed skills, reusable materials, and source catalogues — EmbeddedLLM/nice-skills0 reactions
- Oct 26, 2026[Feature] Sub Agent 派生与 Agent 能力分档 — Code-MonkeyZhang/persona-agent0 reactions
- Oct 26, 2026[Refactor] Agent Core 拓扑重构以支撑能力分档与 Sub Agent — Code-MonkeyZhang/persona-agent0 reactions
- Oct 24, 2026fix(agent): enforce delegated skill scope and show saved progress — pyrelio88-afk/Selenyx0 reactions
- Oct 20, 2026Capability request: BoxLite sandbox (local micro-VM workspace backend) — pydantic/pydantic-ai0 reactions · 1 comment
- Oct 20, 2026Context runtime acceptance: accurate budgets, cancellation and durable task continuity — bei-shan/WodeAgent0 reactions
- Oct 19, 2026fix(channels): acknowledge GitHub comments queued during a busy run — wannT-1/deer-flow0 reactions
- Oct 17, 2026fix(vikingbot): screen web search result URLs — volcengine/OpenViking0 reactions
- Oct 15, 2026fix(vikingbot): reconcile streaming token usage — volcengine/OpenViking0 reactions
- Oct 15, 2026sandbox: E2B cloud micro-VM provider and distributed ownership protocol — bei-shan/WodeAgent0 reactions
- Oct 15, 2026sandbox: session-scoped SandboxProvider API, BoxLite warm VM pool and file operations — bei-shan/WodeAgent0 reactions
- Oct 11, 2026Add DeerFlow and its optional Parallel Search MCP example — kyrolabs/awesome-langchain0 reactions
- Oct 10, 2026fix(bot): replay Gemini tool-call thought signatures — volcengine/OpenViking0 reactions
- Oct 7, 2026fix(parse): reject colliding ZIP member paths — volcengine/OpenViking0 reactions
- Oct 5, 2026fix(parse): handle mixed-case Markdown artifacts — volcengine/OpenViking0 reactions
- Oct 4, 2026fix(config): handle localhost case-insensitively — volcengine/OpenViking0 reactions
- Oct 4, 2026claude-code-plugins.github.bytedance.deer-flow: init at 2.1.0 — sudosubin/agents.nix0 reactions
- Oct 3, 2026agent-skills.github.bytedance.deer-flow: init at 2.1.0 — sudosubin/agents.nix0 reactions
- Sep 27, 2026fix: restrict redirect schemes and discard intermediate response bodies — chenhz01/adversarial-research-audit0 reactions · 1 comment
- Sep 20, 2026Add Runtime execution budgets — GK-studio-JP/ai-os-runtime0 reactions
- Sep 20, 2026Add bounded Context Capsule budget and provenance — GK-studio-JP/ai-os-context0 reactions
- Sep 20, 2026Port DeerFlow safety to Browser Worker relay — GK-studio-JP/ai-os-runtime-browser-worker0 reactions
- Sep 10, 2026feat(discovery): 週に一度、新しく出たツールの候補を集めて PR にする — konweb/nanteyomu0 reactions · 1 comment
- Sep 8, 2026fix(subagents): tear down dispatched child before batch retry — Zsanz3/deer-flow0 reactions · 2 comments
- Sep 3, 2026feat(wizard): add aimlapi.com as an LLM provider — aimlapi/deer-flow-aimlapi0 reactions
- Aug 31, 2026fix(lark): allow Windows hosts to prepare Linux sandbox CLI runtime — Zsanz3/deer-flow0 reactions · 3 comments
- Aug 24, 2026[¥200 验收后付] DeerFlow #532 多轮 Deep Research 连续上下文实现 — snownico0722/snownico0722.github.io0 reactions
- Aug 19, 2026[Integration] bytedance/deer-flow — You.com web_search provider + setup wizard entry — youdotcom-oss/integration-tracking0 reactions · 17 comments
- Jul 17, 2026feat(extensions): first-class optional hook for identity/memory providers (reference: Lithtrix) — lithtrix/deer-flow0 reactions
- Jun 30, 2026[Out of scope — closed] feat: bootstrap DeerFlow local dev environment — aouggad-web/afcfta-final-0020 reactions
On YouTube · 23
- May 13, 2025ByteDance DeerFlow - (Deep Research Agents with a LOCAL LLM!) — Bijan Bowen21k views · 102 comments
- Mar 24, 2026DeerFlow 2.0: ByteDance's OpenClaw Rival — DevsKingdom12k views · 2 comments
- Mar 6, 2026bytedance/deer-flow hit 24K GitHub stars in 10 months #DeerFlow #ByteDance #Ai #Agent #Research — Pulse1.1k views · 1 comment
- Mar 11, 2026Is AutoGPT stuck playing bit parts? ByteDance open-sources deer-flow, giving AI independent Dock... — DevCovery807 views
- Oct 2, 2026🏆 [GitHub Repo of the Day] deer-flow: The Free Tool Taking Over GitHub! #shorts — githubrepo_cloud759 views
18 more on YouTube
- Apr 1, 2026Discover DeerFlow 2 0 The Ultimate Open Source AI Revolution by ByteDance — Simple Tech Lab556 views
- Mar 31, 2026DeerFlow - ByteDance's Open-Source SuperAgent Framework | AI Deep Dive — BizThriveAI - AI News431 views
- May 5, 2026[NEW] ByteDance DeerFlow: The Ultimate AI Agent Exposed! — Repo_AI_Review392 views · 1 comment
- Sep 19, 2026ByteDance Deer-Flow: Open Source AI Super-Agent! 🦌⚡🔥 — Roshan Sahu320 views
- Feb 27, 2026bytedance/deer-flow - Gource visualisation — Gourcer281 views
- Aug 26, 2026China's Deerflow Free: Run an Entire AI Team Locally on Your Laptop — SSK Tech Podcast251 views · 1 comment
- Jun 24, 2026bytedance/deer-flow — A super-agent harness for the long horizon. 🟢 Clone #Shorts — ForkCast187 views
- Jul 12, 2026deer-flow: Free, Local, Works With Every AI Tool — And 76K Devs Already Use It — BACKFIRED X140 views · 1 comment
- Aug 26, 2026ByteDance DeerFlow: The 81k-Star AI Agent That Swapped Search for Execution — Repo Explored97 views
- May 11, 2026⭐ deer-flow — 66,521 GitHub Stars — Observe AI89 views
- Aug 27, 2026Why ByteDance Threw Away 70,000 Stars #shorts #aiagents #deerflow — Repo Explored53 views
- Oct 26, 2026DeerFlow 2.0: ByteDance's Open-Source Super Agent Harness, Setup and Walkthrough — Ai & Open Source News51 views · 1 comment
- May 5, 202610x Agent Automation: ByteDance DeerFlow [NEW] — Repo_AI_Review37 views · 1 comment
- Jun 22, 2026bytedance/deer-flow — 442 stars today on GitHub — DevTrends Daily7 views · 1 comment
- Jun 22, 2026bytedance/deer-flow — 442 stars today on GitHub — DevTrends Daily5 views · 1 comment
- Jun 22, 2026bytedance/deer-flow — 442 stars today on GitHub — DevTrends Daily3 views · 2 comments
- Jun 22, 2026bytedance/deer-flow — 442 stars today on GitHub — DevTrends Daily2 views · 1 comment
- Jun 24, 2026bytedance/deer-flow — 739 stars today on GitHub — DevTrends Daily1 view · 1 comment
On Bluesky · 21
- May 11, 2025ByteDance's DeerFlow A framework for deep research, combining language models with tools like web search, crawling, and Python execution,… — @sungkim.bsky.social17 likes and reposts
- May 12, 2025🔬 DeerFlow: Deep Research Framework An open-source framework for conducting systematic deep research through coordinated LangGraph agents.… — @langchain.bsky.social8 likes and reposts
- Aug 19, 2026ByteDance выкатили deer-flow — открытый SuperAgent harness для долгосрочных задач, который сам кодит, исследует и автоматизирует рутину от… — @toolhunt.bsky.social3 likes and reposts
- May 6, 2026🚀 Skyrocketing! 🚀 (200+ new stars) 📦 bytedance / deer-flow ⭐ 65,357 (+328) 🗒 Python An open-source long-horizon SuperAgent harness that… — @github-trending.bsky.social3 likes and reposts · 1 reply
- Mar 31, 2026This GitHub project caught my eye: DeerFlow 2.0 is a fully extensible super agent platform for smart automation, custom workflows, and deep… — @alexiskirke.bsky.social3 likes and reposts
16 more on Bluesky
- Jun 21, 2026今日のGitHubトレンド bytedance/deer-flow DeerFlowは、サブエージェント、メモリ、サンドボックスを統合し、拡張可能なスキルによって多様なタスクを実行するオープンソースのスーパーエージェントハーネスです。… — @dailygithubtrends.bsky.social2 likes and reposts
- Feb 26, 2026ByteDance's DeerFlow is a TypeScript super-agent that orchestrates sub-agents, sandboxes, and persistent memory to tackle complex… — @arifsolmaz.bsky.social2 likes and reposts · 1 reply
- Sep 7, 2026🔥 Hot Repo! 🔥 (100+ new stars) 📦 bytedance / deer-flow ⭐ 81,682 (+188) 🗒 Python An open-source long-horizon SuperAgent harness that… — @github-trending.bsky.social1 likes and repost
- Mar 27, 2026💎 Hidden Gem! 💎 (1000+ new stars) 📦 bytedance / deer-flow ⭐ 47,567 (+2,388) 🗒 Python An open-source long-horizon SuperAgent harness… — @github-trending.bsky.social1 likes and repost · 1 reply
- Mar 12, 2026Repo: github.com/bytedance/de... Here's why this is different from every other agent framework: It has its own sandbox. A real isolated… — @jainamparmar.bsky.social1 likes and repost · 2 replies
- Mar 12, 2026github.com/bytedance/de... github.com/AlexsJones/s... github.com/AlexsJones/l... Sharing more repos to later crawl my own page for data… — @moe-dude.bsky.social1 likes and repost
- Mar 11, 2026DeerFlow : framework open-source d'agents IA orchestrant recherche, code et création — @news.humancoders.com1 likes and repost
- Mar 10, 2026💎 Hidden Gem! 💎 (1000+ new stars) 📦 bytedance / deer-flow ⭐ 27,977 (+1,443) 🗒 Python An open-source SuperAgent harness that researches,… — @github-trending.bsky.social1 likes and repost · 1 reply
- Mar 9, 2026DeerFlow : un framework open-source qui orchestre des sous-agents, mémoire et sandboxes pour gérer des tâches complexes de recherche et… — @camilleroux.com1 likes and repost
- Mar 1, 2026🚀 Skyrocketing! 🚀 (200+ new stars) 📦 bytedance / deer-flow ⭐ 22,795 (+352) 🗒 Python An open-source SuperAgent harness that researches,… — @github-trending.bsky.social1 likes and repost · 1 reply
- May 23, 2025DeerFlow DeerFlow is a community-driven framework for deep research, combining language models with tools like web search, crawling, and… — @pythonhub.dev1 likes and repost
- Aug 1, 2026🚀 Skyrocketing! 🚀 (200+ new stars) 📦 bytedance / deer-flow ⭐ 78,536 (+204) 🗒 Python An open-source long-horizon SuperAgent harness that… — @github-trending.bsky.social0 likes and reposts · 1 reply
- Jul 11, 2026READMEで確認できたのは、DeerFlow 自体はMITのOSS。でも初期設定ではLLMプロバイダと任意のWeb検索を選び、鍵は `.env` に入れる設計です。Docker推奨で、ローカルLLMを動かすなら必要な計算資源も別。… — @mint-echosphere.bsky.social0 likes and reposts · 1 reply
- Jun 27, 2026READMEで確認できた範囲だと、2.0が全面書き直し、MIT、sub-agents / memory / sandbox、そして「minutes to hours」の長尺タスク志向は本当です。ここはちゃんと強い。… — @mint-echosphere.bsky.social0 likes and reposts · 1 reply
- Jun 21, 2026🚀 Skyrocketing! 🚀 (200+ new stars) 📦 bytedance / deer-flow ⭐ 72,237 (+415) 🗒 Python An open-source long-horizon SuperAgent harness that… — @github-trending.bsky.social0 likes and reposts · 1 reply
- Mar 22, 2026💎 Hidden Gem! 💎 (1000+ new stars) 📦 bytedance / deer-flow ⭐ 33,811 (+1,508) 🗒 Python An open-source SuperAgent harness that researches,… — @github-trending.bsky.social0 likes and reposts · 1 reply
On Hacker News · 8
- Mar 27, 2026Has Anyone Tried Deerflow?4 points
- May 12, 2025DeerFlow, a community-driven Deep Research framework4 points
- Mar 30, 2026Deer-Flow Installing Line3 points · 1 comment
- Mar 16, 2026Deep Exploration and Efficient Research Flow2 points
- Mar 15, 2026DeerFlow 2.0: open-source SuperAgent harness that researches, codes, creates2 points
3 more on Hacker News
- May 13, 2025DeerFlow: Deep Research Framework2 points
- May 18, 2026DeerFlow 2.0 – Deep Exploration and Efficient Research Flow1 point
- Apr 18, 2026An open-source long-horizon SuperAgent harness that researches,codes and creates1 point · 1 comment
On the web · 3
- Oct 29, 2026bytedance/deer-flow · 83.2K Stars · GitHub 趋势| open-repo — open-repo.com
- May 25, 2026AI Provenance: bytedance/deer-flow - Starlog — starlog.is
- Mar 8, 2026DeerFlow: The Open-Source Super Agent Harness That ... — addrom.com
In this repository34 other files it gives its agents.
- AGENTS.mdAGENTS.md
- backend/AGENTS.mdAGENTS.md
- frontend/AGENTS.mdAGENTS.md
- scripts/AGENTS.mdAGENTS.md
- skills/AGENTS.mdAGENTS.md
- skills/public/data-analysis/AGENTS.mdAGENTS.md
- skills/public/video-generation/AGENTS.mdAGENTS.md
- backend/CLAUDE.mdCLAUDE.md
- CLAUDE.mdCLAUDE.md
- frontend/CLAUDE.mdCLAUDE.md
- .github/copilot-instructions.mdCopilot instructions
- academic-paper-reviewSkill
- bootstrapSkill
- chart-visualizationSkill
- claude-to-deerflowSkill
- code-documentationSkill
- consulting-analysisSkill
- data-analysisSkill
- deep-researchSkill
- find-skillsSkill
- frontend-designSkill
- github-deep-researchSkill
- image-generationSkill
- music-generationSkill
- newsletter-generationSkill
- podcast-generationSkill
- ppt-generationSkill
- skill-creatorSkill
- skill-reviewerSkill
- surprise-meSkill
- systematic-literature-reviewSkill
- vercel-deploySkill
- video-generationSkill
- web-design-guidelinesSkill
The file
Files
Docker, nginx and provisioner (docker/)
Compose files, nginx configuration and the sandbox provisioner. The Helm chart
in deploy/helm/ carries the same nginx routes.
cd backend && python -m pytest tests -q -k "nginx or compose or sigterm"- Place the browser-stream WebSocket location before the generic threads location in the Docker, local and Helm nginx configs. nginx takes the first matching regex.
- Publish a port with an explicit bind address. A bare
"${PORT}:2026"binds0.0.0.0. Both Compose files default the host to127.0.0.1. Only the published nginx port is external. - The root
PORTcontrols Docker ingress only. Local Next.js stays on3000, so a value in.envcannot redirect the wait for the dev port. - Production starts the Gateway with the image's Python and
exec, and Compose setsinit: true, so SIGTERM reaches the Gateway. - In PVC mode the provisioner declares the user-data volume once. Extra mounts and Lark broker credential mounts reuse it with their own sub-paths. Credential mounts stay broker-only, and hostPath mode keeps distinct volumes.
- Keep local temp paths relative to the checkout and aligned with
scripts/serve.shandscripts/nginx.sh. Docker log and restart commands resolveDEER_FLOW_ROOTfrom the checkout before they call Compose, the same as start and stop.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

