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CrewAI

45 stories

Stories

  • AI Agent Orchestration for Production in 2026

    TL;DR: AI agent orchestration is the coordination of multiple agents, tools, models, and shared state, and in production it only works when operational controls run inside every agent, tool call, and handoff. Each orchestration pattern fails in its own way, so each needs its own controls.

    Prediction Guard Blog10 min read
  • 7 Best Tools for Enterprise AI Governance (2026)

    Gartner surveyed 360 organizations in Q2 2025 and found that those running a dedicated AI governance platform were 3.4 times more likely to achieve high...

    Opencontroller by lyzr Blog10 min read
  • How AI Agents Remember: A Practical Guide to Agent Memory

    Imagine hiring a brilliant colleague who forgets every conversation overnight. Each morning you re-explain the project, your preferences, and what you decided yesterday. They are capable, but they never get better at working with you. That is an AI agent without memory.

    Dev.to AI8 min read
  • The Best AI Agent Frameworks (2026)

    Compare six open-source AI agent frameworks by language, workflow control, tools, and use case, including Mastra, LangGraph, CrewAI, and Pydantic AI.

    Browser Use Blog9 min read
  • LangChain vs CrewAI: Orchestration Compared to OpenRouter-Native Routing

    Multi-model orchestration is three layers. Workflow orchestration is planning, state, memory, and delegation, and LangGraph and CrewAI are built for it. Model routing is choosing a model per call and falling back when it fails, and provider routing is choosing which provider serves that model.

    OpenRouter Blog15 min read
  • A CrewAI crew writes our daily pharma brief for three cents

    A CrewAI crew writes our daily pharma brief for three cents One daily Pharma brief from a three-agent CrewAI crew costs $0.030 on Claude Haiku 4.5 when the tool hands the model the news API's key sentences: 14,452 prompt tokens, 3,042 completion tokens, 4 LLM calls, 8 stories with 8 real links.

    Dev.to AI17 min read
  • Best Tools for AI Agent Governance (2026)

    Your AI governance policy is a PDF. The agent that just approved the payment never opened it, and the dashboard that flagged the problem did...

    Opencontroller by lyzr Blog22 min read
  • 10 Best Tools for AI Compliance and Audit Trails

    Your auditor wants to know which AI agents touched customer data last quarter. Who approved each one into production. Which guardrail violations got flagged, and...

    Opencontroller by lyzr Blog13 min read

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