crewAIInc / crewAI
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
https://github.com/crewAIInc/crewAI
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
https://github.com/crewAIInc/crewAI
November 16, 2024 at 2:15 PM
crewAIInc / crewAI
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
https://github.com/crewAIInc/crewAI
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
https://github.com/crewAIInc/crewAI
📝 Neuer Blog-Beitrag: Multi-Agent-Orchestrierung 2026: LangGraph, CrewAI und AutoGen im Vergleich
LangGraph, CrewAI und AutoGen dominieren die Multi-Agent-Orchestrierung 2026. Ein Vergleich der Architekturen, Stärken und Grenzen – mit Entscheidungshilfe für E…
#AgenticKI #LangGraph #CrewAI
LangGraph, CrewAI und AutoGen dominieren die Multi-Agent-Orchestrierung 2026. Ein Vergleich der Architekturen, Stärken und Grenzen – mit Entscheidungshilfe für E…
#AgenticKI #LangGraph #CrewAI
Multi-Agent-Orchestrierung 2026: LangGraph, CrewAI und AutoGen im Vergleich
LangGraph, CrewAI und AutoGen dominieren die Multi-Agent-Orchestrierung 2026. Ein Vergleich der Architekturen, Stärken und Grenzen – mit Entscheidungshilfe für Entwicklerteams.
blog.saaro.net
September 21, 2026 at 10:00 AM
📝 Neuer Blog-Beitrag: Multi-Agent-Orchestrierung 2026: LangGraph, CrewAI und AutoGen im Vergleich
LangGraph, CrewAI und AutoGen dominieren die Multi-Agent-Orchestrierung 2026. Ein Vergleich der Architekturen, Stärken und Grenzen – mit Entscheidungshilfe für E…
#AgenticKI #LangGraph #CrewAI
LangGraph, CrewAI und AutoGen dominieren die Multi-Agent-Orchestrierung 2026. Ein Vergleich der Architekturen, Stärken und Grenzen – mit Entscheidungshilfe für E…
#AgenticKI #LangGraph #CrewAI
Two key agent-framework releases highlight advancements in AI security and functionality.
LangChain v2.44.0 fixed four security issues impacting web_fetch_tool and OpenTelemetry, addressing potential data leaks and event-loop stalls. CrewAI 1.15.22 focused on operational…
Read more on Kimbodo:
LangChain v2.44.0 fixed four security issues impacting web_fetch_tool and OpenTelemetry, addressing potential data leaks and event-loop stalls. CrewAI 1.15.22 focused on operational…
Read more on Kimbodo:
How to Choose and Secure Agent Frameworks for Production AI: Lessons from Recent LangChain and CrewAI Releases
What Happened Two representative agent-framework releases illustrate current patterns in agentic tooling: LangChain’s maintenance and hardening release and a functionality-focused CrewAI update. LangChain v2.44.0 patched four security vulnerabilities impacting the…
kimbodo.com
September 24, 2026 at 7:41 PM
Two key agent-framework releases highlight advancements in AI security and functionality.
LangChain v2.44.0 fixed four security issues impacting web_fetch_tool and OpenTelemetry, addressing potential data leaks and event-loop stalls. CrewAI 1.15.22 focused on operational…
Read more on Kimbodo:
LangChain v2.44.0 fixed four security issues impacting web_fetch_tool and OpenTelemetry, addressing potential data leaks and event-loop stalls. CrewAI 1.15.22 focused on operational…
Read more on Kimbodo:
Orquestar agentes en Python con CrewAI
September 23, 2026 at 6:44 PM
Orquestar agentes en Python con CrewAI
12. CrewAI — Create teams of specialized AI agents
CrewAI is built around a powerful idea:
Instead of giving one AI agent every responsibility, create several specialized agents.
CrewAI is built around a powerful idea:
Instead of giving one AI agent every responsibility, create several specialized agents.
September 25, 2026 at 12:00 PM
12. CrewAI — Create teams of specialized AI agents
CrewAI is built around a powerful idea:
Instead of giving one AI agent every responsibility, create several specialized agents.
CrewAI is built around a powerful idea:
Instead of giving one AI agent every responsibility, create several specialized agents.
ok this looks dope
- feels like crewai in typescript
- first class support for suspend/resume
- const initialState = workflowState(workflow)
- const newState = await iterate(workflow, initialState)
- super small api surface (for now!)
- feels like crewai in typescript
- first class support for suspend/resume
- const initialState = workflowState(workflow)
- const newState = await iterate(workflow, initialState)
- super small api surface (for now!)
Meet Fabrice AI - functional framework for building AI agents.
While building Cali, I needed something stateless that can work on the server, inside CLI, breakdown complex tasks, and be simple.
Couldn't find one, so I built one. Give it a try!
github.com/callstackinc...
While building Cali, I needed something stateless that can work on the server, inside CLI, breakdown complex tasks, and be simple.
Couldn't find one, so I built one. Give it a try!
github.com/callstackinc...
December 11, 2024 at 10:04 PM
ok this looks dope
- feels like crewai in typescript
- first class support for suspend/resume
- const initialState = workflowState(workflow)
- const newState = await iterate(workflow, initialState)
- super small api surface (for now!)
- feels like crewai in typescript
- first class support for suspend/resume
- const initialState = workflowState(workflow)
- const newState = await iterate(workflow, initialState)
- super small api surface (for now!)
This looks like a great resource for getting started with CrewAI. This course, by Tyler Reed, focuses on developing AI Agents using the CrewAI framework. CrewAI is a lean, lightning-fast Python framework built entirely from scratch.
www.youtube.com/watch?v=ONKO...
#python #crewai #ai
www.youtube.com/watch?v=ONKO...
#python #crewai #ai
How To Use AI Agents To Do ALL Your Work - Full CrewAI Course for Beginners
YouTube video by Tyler AI
www.youtube.com
May 22, 2025 at 4:05 AM
This looks like a great resource for getting started with CrewAI. This course, by Tyler Reed, focuses on developing AI Agents using the CrewAI framework. CrewAI is a lean, lightning-fast Python framework built entirely from scratch.
www.youtube.com/watch?v=ONKO...
#python #crewai #ai
www.youtube.com/watch?v=ONKO...
#python #crewai #ai
My most recent post on AI agents and CrewAI.
Using LM Studio and CrewAI with Llama
medium.com/@m-ruminer/u...
Using LM Studio and CrewAI with Llama
medium.com/@m-ruminer/u...
Using LM Studio and CrewAI with Llama
I was recently experimenting with CrewAI, but in one experiment I wanted to use a local LLM hosted by LM Studio. Why LMStudio? Well……
medium.com
October 22, 2024 at 1:16 PM
My most recent post on AI agents and CrewAI.
Using LM Studio and CrewAI with Llama
medium.com/@m-ruminer/u...
Using LM Studio and CrewAI with Llama
medium.com/@m-ruminer/u...
Two new tutorials on zambo.dev: verifiable execution receipts for LangChain and CrewAI. Every tool call gets UUID, SHA-256, timestamp, public audit page. I run ops for Zambo; questions welcome. https://zambo.dev/integrations/langchain-receipts/ https://zambo.dev/integrations/crewai-receipts/
September 25, 2026 at 3:09 PM
Two new tutorials on zambo.dev: verifiable execution receipts for LangChain and CrewAI. Every tool call gets UUID, SHA-256, timestamp, public audit page. I run ops for Zambo; questions welcome. https://zambo.dev/integrations/langchain-receipts/ https://zambo.dev/integrations/crewai-receipts/
I run ops for Zambo. Verifiable execution receipts for LangChain and CrewAI: two pip packages, one callback handler, one task listener. Every call mints proof anyone can check. Free tier, no account. https://rambo-zambo.hashnode.dev/give-your-langchain-and-crewai-agents-verifiable-execution-receipts
September 25, 2026 at 2:18 PM
I run ops for Zambo. Verifiable execution receipts for LangChain and CrewAI: two pip packages, one callback handler, one task listener. Every call mints proof anyone can check. Free tier, no account. https://rambo-zambo.hashnode.dev/give-your-langchain-and-crewai-agents-verifiable-execution-receipts
If you can't reliably predict which execution path your agent will take with the same inputs, you don't have a production system.
You have a prototype.
New deep dive: CrewAI vs LangGraph for production multi-agent systems
christianmendieta.ca/crewai-vs-la...
#langgraph #langchain #llms #ai
You have a prototype.
New deep dive: CrewAI vs LangGraph for production multi-agent systems
christianmendieta.ca/crewai-vs-la...
#langgraph #langchain #llms #ai
CrewAI vs LangGraph: Why Production Systems Need State Machines
Discover why enterprises are migrating from CrewAI to LangGraph for production agents. Learn how explicit state machines solve non-determinism, improve debugging, and enable compliance.
christianmendieta.ca
January 16, 2026 at 2:44 PM
If you can't reliably predict which execution path your agent will take with the same inputs, you don't have a production system.
You have a prototype.
New deep dive: CrewAI vs LangGraph for production multi-agent systems
christianmendieta.ca/crewai-vs-la...
#langgraph #langchain #llms #ai
You have a prototype.
New deep dive: CrewAI vs LangGraph for production multi-agent systems
christianmendieta.ca/crewai-vs-la...
#langgraph #langchain #llms #ai
Instead of cycling through AI tutorials, pick one repo like LangChain, Ollama or CrewAI, run it locally, explore the code, break a feature and rebuild it. The loop of read-run-debug-build teaches more than passive watching.
September 24, 2026 at 1:02 PM
Instead of cycling through AI tutorials, pick one repo like LangChain, Ollama or CrewAI, run it locally, explore the code, break a feature and rebuild it. The loop of read-run-debug-build teaches more than passive watching.
🤖 Want to make your AI agents safer and more reliable?
Just published some notes on task guardrails in CrewAI. Learn how to make your AI systems reliable while maintaining peak performance 🛡️
www.zinyando.com/notes-on-cre...
Just published some notes on task guardrails in CrewAI. Learn how to make your AI systems reliable while maintaining peak performance 🛡️
www.zinyando.com/notes-on-cre...
Notes on CrewAI task guardrails
AI agents are becoming more powerful and autonomous, making it important to implement proper safeguards. In these notes, we will explore task guardrails in CrewAI.
What are guardrails?
Task guardra...
www.zinyando.com
January 22, 2025 at 11:46 AM
🤖 Want to make your AI agents safer and more reliable?
Just published some notes on task guardrails in CrewAI. Learn how to make your AI systems reliable while maintaining peak performance 🛡️
www.zinyando.com/notes-on-cre...
Just published some notes on task guardrails in CrewAI. Learn how to make your AI systems reliable while maintaining peak performance 🛡️
www.zinyando.com/notes-on-cre...
📦 crewAIInc / crewAI
⭐ 23,194 (+58)
🗒 Python
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
⭐ 23,194 (+58)
🗒 Python
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
GitHub - crewAIInc/crewAI: Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks. - crewAIInc/crewAI
github.com
December 31, 2024 at 6:01 PM
Review of CrewAI — The Framework That Turns LLMs Into a Team
CrewAI lets you build multi-agent systems by assigning AI workers roles, goals, and backstories, then watching them collaborate like a small company. We review the Crew/Agent/Task/Process mode…
https://theagentpost.co/posts/review-crewai
CrewAI lets you build multi-agent systems by assigning AI workers roles, goals, and backstories, then watching them collaborate like a small company. We review the Crew/Agent/Task/Process mode…
https://theagentpost.co/posts/review-crewai
Review of CrewAI — The Framework That Turns LLMs Into a Team
CrewAI lets you build multi-agent systems by assigning AI workers roles, goals, and backstories, then watching them collaborate like a small company. We review the Crew/Agent/Task/Process model, sequential versus hierarchical orchestration, and whether the role-playing paradigm holds up in production.
theagentpost.co
June 9, 2026 at 3:30 AM
Review of CrewAI — The Framework That Turns LLMs Into a Team
CrewAI lets you build multi-agent systems by assigning AI workers roles, goals, and backstories, then watching them collaborate like a small company. We review the Crew/Agent/Task/Process mode…
https://theagentpost.co/posts/review-crewai
CrewAI lets you build multi-agent systems by assigning AI workers roles, goals, and backstories, then watching them collaborate like a small company. We review the Crew/Agent/Task/Process mode…
https://theagentpost.co/posts/review-crewai
Choosing the Right Framework: OpenClaw, LangChain, or CrewAI?
Explore the nuanced differences between OpenClaw, LangChain, and CrewAI to choose the best AI agent framework...
https://collabnix.com/choosing-the-right-framework-openclaw-langchain-or-crewai/
#AI
Explore the nuanced differences between OpenClaw, LangChain, and CrewAI to choose the best AI agent framework...
https://collabnix.com/choosing-the-right-framework-openclaw-langchain-or-crewai/
#AI
March 22, 2026 at 5:51 AM
Choosing the Right Framework: OpenClaw, LangChain, or CrewAI?
Explore the nuanced differences between OpenClaw, LangChain, and CrewAI to choose the best AI agent framework...
https://collabnix.com/choosing-the-right-framework-openclaw-langchain-or-crewai/
#AI
Explore the nuanced differences between OpenClaw, LangChain, and CrewAI to choose the best AI agent framework...
https://collabnix.com/choosing-the-right-framework-openclaw-langchain-or-crewai/
#AI
📣 New THRIVE-ONE drops! From AI/ML security to smarter agents + observability: DevSecOps, Prometheus, MCP, CrewAI + more. Full access + 40% cert bundle savings
👉 training.linuxfoundation.org/subscriptions
#AI #DevSecOps #Kubernetes
👉 training.linuxfoundation.org/subscriptions
#AI #DevSecOps #Kubernetes
September 12, 2025 at 4:14 PM
📣 New THRIVE-ONE drops! From AI/ML security to smarter agents + observability: DevSecOps, Prometheus, MCP, CrewAI + more. Full access + 40% cert bundle savings
👉 training.linuxfoundation.org/subscriptions
#AI #DevSecOps #Kubernetes
👉 training.linuxfoundation.org/subscriptions
#AI #DevSecOps #Kubernetes
Agentic loops (20-50 LLM calls/task) destroy cloud API budgets. 🚨
CrewAI Bare Metal Setup:
• Fixed VRAM & KV Cache costs
• Fast Python isolation with uv
• Ollama + Qwen2.5 local inference
• Fix LiteLLM dummy key traps
🔗 www.servermo.com/howto/deploy...
CrewAI Bare Metal Setup:
• Fixed VRAM & KV Cache costs
• Fast Python isolation with uv
• Ollama + Qwen2.5 local inference
• Fix LiteLLM dummy key traps
🔗 www.servermo.com/howto/deploy...
September 17, 2026 at 10:13 AM
Agentic loops (20-50 LLM calls/task) destroy cloud API budgets. 🚨
CrewAI Bare Metal Setup:
• Fixed VRAM & KV Cache costs
• Fast Python isolation with uv
• Ollama + Qwen2.5 local inference
• Fix LiteLLM dummy key traps
🔗 www.servermo.com/howto/deploy...
CrewAI Bare Metal Setup:
• Fixed VRAM & KV Cache costs
• Fast Python isolation with uv
• Ollama + Qwen2.5 local inference
• Fix LiteLLM dummy key traps
🔗 www.servermo.com/howto/deploy...
worse crewai is a giant wrapper on langchain
December 11, 2024 at 10:15 AM
worse crewai is a giant wrapper on langchain
Anthropic CrewAI and LlamaIndex Updates Cut Agentic Research Costs 15x
Wrong architecture = 15x higher costs. Agentic research is finally production-ready—if you pick right.
#AI #AIAgents #Automation
https://autonainews.com/anthropic-crewai-and-llamaindex-updates-cut-agentic-research-costs-15x/
Wrong architecture = 15x higher costs. Agentic research is finally production-ready—if you pick right.
#AI #AIAgents #Automation
https://autonainews.com/anthropic-crewai-and-llamaindex-updates-cut-agentic-research-costs-15x/
Anthropic CrewAI and LlamaIndex Updates Cut Agentic Research Costs 15x
Multi-agent research systems are getting genuinely useful, and genuinely expensive. A wave of framework updates across May, June and July 2026 from Anthropic CrewAI and LlamaIndex has pushed agentic …
autonainews.com
July 12, 2026 at 9:02 AM
Anthropic CrewAI and LlamaIndex Updates Cut Agentic Research Costs 15x
Wrong architecture = 15x higher costs. Agentic research is finally production-ready—if you pick right.
#AI #AIAgents #Automation
https://autonainews.com/anthropic-crewai-and-llamaindex-updates-cut-agentic-research-costs-15x/
Wrong architecture = 15x higher costs. Agentic research is finally production-ready—if you pick right.
#AI #AIAgents #Automation
https://autonainews.com/anthropic-crewai-and-llamaindex-updates-cut-agentic-research-costs-15x/
[Day 3] CrewAIエージェントに「外部検索ツール（DuckDuckGo）」を持たせてリアルタイム情報を自力でハックさせる | AIエージェント100日実験室 #zenn
https://zenn.dev/taihong7803/articles/c46515e5360e16
https://zenn.dev/taihong7803/articles/c46515e5360e16
[Day 3] CrewAIエージェントに「外部検索ツール（DuckDuckGo）」を持たせてリアルタイム情報を自力でハックさせる
zenn.dev
September 24, 2026 at 5:36 PM
[Day 3] CrewAIエージェントに「外部検索ツール（DuckDuckGo）」を持たせてリアルタイム情報を自力でハックさせる | AIエージェント100日実験室 #zenn
https://zenn.dev/taihong7803/articles/c46515e5360e16
https://zenn.dev/taihong7803/articles/c46515e5360e16
CrewAI Flows bring event-driven order to AI role-play
CrewAI Flows add event-driven control to role-playing agents, pairing autonomous Crews with production tracing. See how it stacks up to
https://aistory.news/open-source-ai/crewai-flows-bring-event-driven-order-to-ai-role-play/
#AmazonAI #Fi...
CrewAI Flows add event-driven control to role-playing agents, pairing autonomous Crews with production tracing. See how it stacks up to
https://aistory.news/open-source-ai/crewai-flows-bring-event-driven-order-to-ai-role-play/
#AmazonAI #Fi...
CrewAI Flows bring event-driven order to AI role-play
CrewAI Flows add event-driven control to role-playing agents, pairing autonomous Crews with production tracing. See how it stacks up to
aistory.news
July 7, 2026 at 9:04 PM
CrewAI Flows bring event-driven order to AI role-play
CrewAI Flows add event-driven control to role-playing agents, pairing autonomous Crews with production tracing. See how it stacks up to
https://aistory.news/open-source-ai/crewai-flows-bring-event-driven-order-to-ai-role-play/
#AmazonAI #Fi...
CrewAI Flows add event-driven control to role-playing agents, pairing autonomous Crews with production tracing. See how it stacks up to
https://aistory.news/open-source-ai/crewai-flows-bring-event-driven-order-to-ai-role-play/
#AmazonAI #Fi...
[Day 2] CrewAI公式ドキュメント（Core Concepts）を英語原文のまま紐解き、Agent/Taskの挙動をチューニングす | AIエージェント100日実験室 #zenn
https://zenn.dev/taihong7803/articles/1851ea6e48f377
https://zenn.dev/taihong7803/articles/1851ea6e48f377
[Day 2] CrewAI公式ドキュメント（Core Concepts）を英語原文のまま紐解き、Agent/Taskの挙動をチューニングす
zenn.dev
September 23, 2026 at 5:30 PM
[Day 2] CrewAI公式ドキュメント（Core Concepts）を英語原文のまま紐解き、Agent/Taskの挙動をチューニングす | AIエージェント100日実験室 #zenn
https://zenn.dev/taihong7803/articles/1851ea6e48f377
https://zenn.dev/taihong7803/articles/1851ea6e48f377
🐍📰 CrewAI in Python: Coordinating Teams of AI Agents realpython.com/crewai-python/
realpython.com
July 29, 2026 at 2:11 PM
🐍📰 CrewAI in Python: Coordinating Teams of AI Agents realpython.com/crewai-python/