crewai lets you spin up teams of ai agents with specific roles that collaborate to tackle complex problems, which is honestly pretty neat for building multi-agent systems without the headache.
https://pycoder.dev/item/crewai
#python #framework
https://pycoder.dev/item/crewai
#python #framework
crewai
CrewAI is a framework for orchestrating role-playing autonomous AI agents that collaborate to solve complex tasks by assigning specialized roles and responsibilities. It enables developers to build multi-agent systems where AI agents work together with defined personalities and c
pycoder.dev
November 9, 2026 at 3:00 PM
crewai lets you spin up teams of ai agents with specific roles that collaborate to tackle complex problems, which is honestly pretty neat for building multi-agent systems without the headache.
https://pycoder.dev/item/crewai
#python #framework
https://pycoder.dev/item/crewai
#python #framework
CrewAI 1.15.38: gpt-6-luna default model everywhere, spreadsheet URL reading in agent input
November 8, 2026 at 8:30 PM
CrewAI 1.15.38: gpt-6-luna default model everywhere, spreadsheet URL reading in agent input
💡 Open-source pick of the day: CrewAI
CrewAI is a framework for orchestrating role-playing autonomous agents that collaborate as a crew to complete …
⚡ Olud Pulse: 72/100
https://olud.ai/tool/crewai.html
#OpenSource #AI #DevTools
CrewAI is a framework for orchestrating role-playing autonomous agents that collaborate as a crew to complete …
⚡ Olud Pulse: 72/100
https://olud.ai/tool/crewai.html
#OpenSource #AI #DevTools
November 7, 2026 at 8:00 AM
💡 Open-source pick of the day: CrewAI
CrewAI is a framework for orchestrating role-playing autonomous agents that collaborate as a crew to complete …
⚡ Olud Pulse: 72/100
https://olud.ai/tool/crewai.html
#OpenSource #AI #DevTools
CrewAI is a framework for orchestrating role-playing autonomous agents that collaborate as a crew to complete …
⚡ Olud Pulse: 72/100
https://olud.ai/tool/crewai.html
#OpenSource #AI #DevTools
How to validate CrewAI agent inputs effectively? — https://aitutorialmaker.com/knowledge/how_to_validate_crewai_agent_inputs_effectively.php
November 8, 2026 at 7:04 AM
How to validate CrewAI agent inputs effectively? — https://aitutorialmaker.com/knowledge/how_to_validate_crewai_agent_inputs_effectively.php
The source, dated, on The Deploy Log:
https://deployedbyai.com/log/bbcfc61977e3/crewai-1-15-38/?k=br
Follow for one line every time AI actually ships, as it ships, 24/7.
https://deployedbyai.com/log/bbcfc61977e3/crewai-1-15-38/?k=br
Follow for one line every time AI actually ships, as it ships, 24/7.
CrewAI 1.15.38
CrewAI, 8 Nov 2026. Sourced to github.com.
deployedbyai.com
November 8, 2026 at 8:30 PM
The source, dated, on The Deploy Log:
https://deployedbyai.com/log/bbcfc61977e3/crewai-1-15-38/?k=br
Follow for one line every time AI actually ships, as it ships, 24/7.
https://deployedbyai.com/log/bbcfc61977e3/crewai-1-15-38/?k=br
Follow for one line every time AI actually ships, as it ships, 24/7.
When you’re building AI agents, do you prefer orchestrating them with a visual tool like n8n/Make, or do you keep it strictly in code with LangGraph/CrewAI?
Where do you find the sweet spot between maintainability and flexibility?
#AI #Automation #BuildInPublic
Where do you find the sweet spot between maintainability and flexibility?
#AI #Automation #BuildInPublic
November 6, 2026 at 10:50 PM
When you’re building AI agents, do you prefer orchestrating them with a visual tool like n8n/Make, or do you keep it strictly in code with LangGraph/CrewAI?
Where do you find the sweet spot between maintainability and flexibility?
#AI #Automation #BuildInPublic
Where do you find the sweet spot between maintainability and flexibility?
#AI #Automation #BuildInPublic
🤖 Agents, the largest category with around 27 entries: #CrewAI, #LangGraph, #AutoGen, #Smolagents, #PydanticAI, #BrowserUse and the #OpenAI Agents SDK
November 7, 2026 at 11:00 AM
🤖 Agents, the largest category with around 27 entries: #CrewAI, #LangGraph, #AutoGen, #Smolagents, #PydanticAI, #BrowserUse and the #OpenAI Agents SDK
The source, dated, on The Deploy Log:
https://deployedbyai.com/log/18e29259d03d/crewai-1-15-37/?k=br
Follow for one line every time AI actually ships, as it ships, 24/7.
https://deployedbyai.com/log/18e29259d03d/crewai-1-15-37/?k=br
Follow for one line every time AI actually ships, as it ships, 24/7.
CrewAI 1.15.37
CrewAI, 7 Nov 2026. Sourced to github.com.
deployedbyai.com
November 8, 2026 at 12:00 AM
The source, dated, on The Deploy Log:
https://deployedbyai.com/log/18e29259d03d/crewai-1-15-37/?k=br
Follow for one line every time AI actually ships, as it ships, 24/7.
https://deployedbyai.com/log/18e29259d03d/crewai-1-15-37/?k=br
Follow for one line every time AI actually ships, as it ships, 24/7.
CrewAI 1.15.37: spreadsheet reading for agents, standalone agent project scaffolding
November 8, 2026 at 12:00 AM
CrewAI 1.15.37: spreadsheet reading for agents, standalone agent project scaffolding
Coming up 11/10 from @techupskills.bsky.social & @nofluffjuststuff.bsky.social, our newest #AI workshop: Multi-Agent AI Systems & the #A2A Protocol! In 3 hrs, build #agent teams w/ #LangGraph & #CrewAI, then connect them across frameworks w/ A2A. Details @ nofluffjuststuff.com/virtual-work...
November 7, 2026 at 5:14 PM
Coming up 11/10 from @techupskills.bsky.social & @nofluffjuststuff.bsky.social, our newest #AI workshop: Multi-Agent AI Systems & the #A2A Protocol! In 3 hrs, build #agent teams w/ #LangGraph & #CrewAI, then connect them across frameworks w/ A2A. Details @ nofluffjuststuff.com/virtual-work...
CrewAI 1.15.37 now lets agents read spreadsheets directly, unlocking better data handling in multi-agent workflows. The 60,607-star project keeps expanding.
https://olud.ai/releases.html
#OpenSource #Release #DevTools #AI
https://olud.ai/releases.html
#OpenSource #Release #DevTools #AI
November 7, 2026 at 7:01 PM
CrewAI 1.15.37 now lets agents read spreadsheets directly, unlocking better data handling in multi-agent workflows. The 60,607-star project keeps expanding.
https://olud.ai/releases.html
#OpenSource #Release #DevTools #AI
https://olud.ai/releases.html
#OpenSource #Release #DevTools #AI
Coming up 11/10 from @techupskills.bsky.social & @nofluffjuststuff.bsky.social, our newest #AI workshop: Multi-Agent AI Systems & the #A2A Protocol! In 3 hrs, build #agent teams w/ #LangGraph & #CrewAI, then connect them across frameworks w/ A2A. Details @ nofluffjuststuff.com/virtual-work...
November 7, 2026 at 5:15 PM
Coming up 11/10 from @techupskills.bsky.social & @nofluffjuststuff.bsky.social, our newest #AI workshop: Multi-Agent AI Systems & the #A2A Protocol! In 3 hrs, build #agent teams w/ #LangGraph & #CrewAI, then connect them across frameworks w/ A2A. Details @ nofluffjuststuff.com/virtual-work...
saw that persistent memory layer for langgraph and crewai trending on github and yeah, mine is still a json file called memory_final_v2.json. every agent side project ends up reinventing the same scratchpad badly
November 8, 2026 at 11:17 AM
saw that persistent memory layer for langgraph and crewai trending on github and yeah, mine is still a json file called memory_final_v2.json. every agent side project ends up reinventing the same scratchpad badly
CrewAI added spreadsheet queries to agent inputs in version 1.15.38. Agents get a preview plus tools for counts and aggregates, with up to 10 files per run. A sample of rows is not a verified total.
news.s3dat.com/stories/crew...
AI-generated video.
news.s3dat.com/stories/crew...
AI-generated video.
November 9, 2026 at 12:38 PM
CrewAI added spreadsheet queries to agent inputs in version 1.15.38. Agents get a preview plus tools for counts and aggregates, with up to 10 files per run. A sample of rows is not a verified total.
news.s3dat.com/stories/crew...
AI-generated video.
news.s3dat.com/stories/crew...
AI-generated video.
Choosing an agentic AI framework in 2026? A decision-tree breaks down whether multi-agent is needed, then maps mental model + durability + ecosystem fit to LangGraph, CrewAI, AG2, PydanticAI, or OpenAI Agents SDK. 🤖🧭🧩 #AI #AgenticAI #LangGraph #CrewAI #AutoGen #PydanticAI #OpenAIAgentsSDK
Choosing the Right Agentic AI Framework for 2026: A Decision-Tree Approach - MachineLearningMastery.com
In this article, you will learn how to choose the right agentic AI framework for your production system by working through a structured decision-tree based on your workload’s actual requirements.
machinelearningmastery.com
November 8, 2026 at 2:39 PM
Choosing an agentic AI framework in 2026? A decision-tree breaks down whether multi-agent is needed, then maps mental model + durability + ecosystem fit to LangGraph, CrewAI, AG2, PydanticAI, or OpenAI Agents SDK. 🤖🧭🧩 #AI #AgenticAI #LangGraph #CrewAI #AutoGen #PydanticAI #OpenAIAgentsSDK
The source, dated, on The Deploy Log:
https://deployedbyai.com/log/723314ff5920/crewai-1-15-36/?k=br
Follow for one line every time AI actually ships, as it ships, 24/7.
https://deployedbyai.com/log/723314ff5920/crewai-1-15-36/?k=br
Follow for one line every time AI actually ships, as it ships, 24/7.
CrewAI 1.15.36
CrewAI, 6 Nov 2026. Sourced to github.com.
deployedbyai.com
November 6, 2026 at 5:00 PM
The source, dated, on The Deploy Log:
https://deployedbyai.com/log/723314ff5920/crewai-1-15-36/?k=br
Follow for one line every time AI actually ships, as it ships, 24/7.
https://deployedbyai.com/log/723314ff5920/crewai-1-15-36/?k=br
Follow for one line every time AI actually ships, as it ships, 24/7.
CrewAI 1.15.36: experimental conversational Agent sessions, async call fix for sync tools
November 6, 2026 at 5:00 PM
CrewAI 1.15.36: experimental conversational Agent sessions, async call fix for sync tools
How to Securely Implement CrewAI for Enterprise AI Agent Deployment? — https://aitutorialmaker.com/knowledge/how_to_securely_implement_crewai_for_enterprise_ai_agent_deployment.php
November 5, 2026 at 12:17 PM
How to Securely Implement CrewAI for Enterprise AI Agent Deployment? — https://aitutorialmaker.com/knowledge/how_to_securely_implement_crewai_for_enterprise_ai_agent_deployment.php
3/5 . Shared sandbox calls are necessity, not fashion. (4/7) Direction is real: CrewAI cut local interpreter Apr 2026, AG2 retired local executors, OpenAI + Claude defaults push to sandboxes/Docker. (5/7) Hole: AI agent sandbox price/ops
November 9, 2026 at 9:35 AM
3/5 . Shared sandbox calls are necessity, not fashion. (4/7) Direction is real: CrewAI cut local interpreter Apr 2026, AG2 retired local executors, OpenAI + Claude defaults push to sandboxes/Docker. (5/7) Hole: AI agent sandbox price/ops
2/5 . (2/7) Local allowlists still let a Python one-liner open sockets + rewrite files. V8/QuickJS isolate glue code, but real email + DB calls run outside it. (3/7) LangChain/LangGraph ≠ CrewAI role agents ≠ OpenAI loops. Mastra wants explicit workflows
November 9, 2026 at 9:35 AM
2/5 . (2/7) Local allowlists still let a Python one-liner open sockets + rewrite files. V8/QuickJS isolate glue code, but real email + DB calls run outside it. (3/7) LangChain/LangGraph ≠ CrewAI role agents ≠ OpenAI loops. Mastra wants explicit workflows
Agentic AI Masters 2026: LangChain, LangGraph & CrewAI
Agentic AI Masters 2026… – Free Course
The Agentic AI Masters 2026 is a complete, end-to-end mastery program designed to take you from Python fundamentals all the way to building autonomous, produ... Enroll FREE with verified 100% OFF Udemy coupon on DeelCart.
deelcart.com
November 11, 2026 at 6:22 AM
Agentic AI Masters 2026: LangChain, LangGraph & CrewAI
PwC's code-generation accuracy jumped from 10% to over 70% using CrewAI agents, the standout result from a survey covering 2 billion agentic runs in a single year.
#AI #CrewAI #PwC
autonainews.com/crewai-logs-2…
#AI #CrewAI #PwC
autonainews.com/crewai-logs-2…
CrewAI Logs 2 Billion Agent Runs, PwC Boosts Code Accuracy 70%
PwC's code-generation accuracy climbed from 10% to over 70% after deploying CrewAI agents, the sharpest production result in CrewAI's February 2026 State of Agentic AI Survey Report and a data point …
autonainews.com
November 4, 2026 at 9:50 AM
PwC's code-generation accuracy jumped from 10% to over 70% using CrewAI agents, the standout result from a survey covering 2 billion agentic runs in a single year.
#AI #CrewAI #PwC
autonainews.com/crewai-logs-2…
#AI #CrewAI #PwC
autonainews.com/crewai-logs-2…
1.15.34
https://github.com/crewAIInc/crewAI/releases/tag/1.15.34
#KI #AI #KIForce
https://github.com/crewAIInc/crewAI/releases/tag/1.15.34
#KI #AI #KIForce
November 2, 2026 at 7:15 AM
1.15.34
https://github.com/crewAIInc/crewAI/releases/tag/1.15.34
#KI #AI #KIForce
https://github.com/crewAIInc/crewAI/releases/tag/1.15.34
#KI #AI #KIForce
CrewAI 1.15.34: standalone LiteLLM catalog, crewai skill search, deploy create --zip
November 1, 2026 at 10:15 PM
CrewAI 1.15.34: standalone LiteLLM catalog, crewai skill search, deploy create --zip
Securing the Agentic Frontier: Technical Mitigations for Multimodal Real-Time Exploitation and Autonomous Workflow Vulnerabilities + Video
Introduction The rapid rise of native multimodal models and autonomous agentic workflows has transformed human-computer interaction into real-time,…
Introduction The rapid rise of native multimodal models and autonomous agentic workflows has transformed human-computer interaction into real-time,…
Securing the Agentic Frontier: Technical Mitigations for Multimodal Real-Time Exploitation and Autonomous Workflow Vulnerabilities + Video
Introduction The rapid rise of native multimodal models and autonomous agentic workflows has transformed human-computer interaction into real-time, low-latency, and cross-domain operational paradigms. While platforms like GPT-4o pioneer native audio and visual processing alongside autonomous agent frameworks (such as CrewAI and LangChain), they simultaneously introduce novel cybersecurity threat vectors including real-time audio adversarial injection, unauthorized voice cloning, prompt injection across tools, and unsecured API agent execution.
undercodetesting.com
November 11, 2026 at 7:25 PM
Securing the Agentic Frontier: Technical Mitigations for Multimodal Real-Time Exploitation and Autonomous Workflow Vulnerabilities + Video
Introduction The rapid rise of native multimodal models and autonomous agentic workflows has transformed human-computer interaction into real-time,…
Introduction The rapid rise of native multimodal models and autonomous agentic workflows has transformed human-computer interaction into real-time,…