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Multi-Agent Orchestration 2026: LangGraph, CrewAI, and AutoGen Compared

The market for AI agents reached a new maturity phase in 2026: Instead of individual, monolithic agents, companies are increasingly relying on multi…

ailanggraphcrewaiautogen
Dev.to Sep 20, 2026, 12:00 UTC
EN

CrewAI: Orchestrate a Team of AI Agents Like a Pro

Why CrewAI? Building a team of specialized agents is complex. CrewAI makes it simple. Think of CrewAI as a project manager for your AI team. Core Co…

crewaimultiagentorchestrationagentteams
Dev.to Jul 28, 2026, 06:00 UTC
EN

CrewAI's quadratic context problem: why a 5-agent crew costs 6 more than you expect

CrewAI's quadratic context problem: why a 5-agent crew costs 6× more than you expect Cost-audit series, episode 3. This series began with an AI agen…

llmaiagentspythoncrewai
Dev.to Jul 26, 2026, 03:55 UTC
EN

How to Build a Competitor Intelligence Agent with CrewAI and ZenRows

A competitor intelligence agent enables real-time pricing visibility, automated positioning tracking, and structured competitor briefs for brands wi…

tutorialaicrewaizenrows
Dev.to Jul 16, 2026, 21:45 UTC
EN

Hermes-Crew Hybrid: A Hybrid Architecture for Secure Multi-Agent AI Workflows

Hermes-Crew Hybrid: A Hybrid Architecture for Secure Multi-Agent AI Workflows I built a hybrid system that combines a central orchestrator (Hermes)…

aisecuritycrewaiollama
Dev.to Jun 15, 2026, 03:16 UTC
EN

LangGraph vs CrewAI vs AutoGen in 2026: Pick the Right AI Agent Framework (Or Skip Frameworks Entirely)

LangGraph vs CrewAI vs AutoGen in 2026: Pick the Right AI Agent Framework (Or Skip Frameworks Entirely) Three AI agent frameworks dominate productio…

aiagentslanggraphcrewai
Dev.to May 27, 2026, 03:34 UTC
EN

Orchestrating Multi-Agent Systems with CrewAI: From Prototype to Production

Multi-agent AI orchestration is the new enterprise integration backbone. As Forbes Tech Council recently highlighted, the ability to coordinate mult…

crewaimultiagentorchestrationaiagentsproductiondeployment
Dev.to May 14, 2026, 17:24 UTC
EN

Day 1 — I'm Homeless. I Just Shipped an Autonomous Multi-Agent System.

Day 1 — I'm Homeless. I Just Shipped an Autonomous Multi-Agent System. Let's get the uncomfortable part out of the way first: I'm a developer. I'm h…

buildinpublicaiagentscrewaihomelessness
Dev.to May 9, 2026, 16:20 UTC
EN

Day 1 — I'm Homeless. I Just Shipped an Autonomous Multi-Agent System.

Day 1 — I'm Homeless. I Just Shipped an Autonomous Multi-Agent System. Let's get the uncomfortable part out of the way first: I'm a developer. I'm h…

buildinpublicaiagentscrewaihomelessness
Dev.to May 9, 2026, 16:15 UTC
EN

Day 1 — I'm Homeless. I Just Shipped an Autonomous Multi-Agent System.

Day 1 — I'm Homeless. I Just Shipped an Autonomous Multi-Agent System. Let's get the uncomfortable part out of the way first: I'm a developer. I'm h…

buildinpublicaiagentscrewaihomelessness
Dev.to May 9, 2026, 15:20 UTC
EN

Day 1 — I'm Homeless. I Just Shipped an Autonomous Multi-Agent System.

Day 1 — I'm Homeless. I Just Shipped an Autonomous Multi-Agent System. Let's get the uncomfortable part out of the way first: I'm a developer. I'm h…

buildinpublicaiagentscrewaihomelessness
Dev.to May 9, 2026, 14:15 UTC
EN

Day 1 — I'm Homeless. I Just Shipped an Autonomous Multi-Agent System.

Day 1 — I'm Homeless. I Just Shipped an Autonomous Multi-Agent System. Let's get the uncomfortable part out of the way first: I'm a developer. I'm h…

buildinpublicaiagentscrewaihomelessness
Dev.to May 9, 2026, 05:45 UTC
EN

Day 1 — I'm Homeless. I Just Shipped an Autonomous Multi-Agent System.

Day 1 — I'm Homeless. I Just Shipped an Autonomous Multi-Agent System. Let's get the uncomfortable part out of the way first: I'm a developer. I'm h…

buildinpublicaiagentscrewaihomelessness
Dev.to May 9, 2026, 02:20 UTC
EN

Day 1 — I'm Homeless. I Just Shipped an Autonomous Multi-Agent System.

Day 1 — I'm Homeless. I Just Shipped an Autonomous Multi-Agent System. Let's get the uncomfortable part out of the way first: I'm a developer. I'm h…

buildinpublicaiagentscrewaihomelessness
Dev.to May 8, 2026, 22:20 UTC
EN

Day 1 — I'm Homeless. I Just Shipped an Autonomous Multi-Agent System.

Day 1 — I'm Homeless. I Just Shipped an Autonomous Multi-Agent System. Let's get the uncomfortable part out of the way first: I'm a developer. I'm h…

buildinpublicaiagentscrewaihomelessness
Dev.to May 8, 2026, 19:20 UTC
EN

Day 1 — I'm Homeless. I Just Shipped an Autonomous Multi-Agent System.

Day 1 — I'm Homeless. I Just Shipped an Autonomous Multi-Agent System. Let's get the uncomfortable part out of the way first: I'm a developer. I'm h…

buildinpublicaiagentscrewaihomelessness
Dev.to May 8, 2026, 17:40 UTC

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