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THE DAILY INDEX

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ARTICLES & TUTORIALS

TLDR Dev

MAKING AI AGENTS WORK IN THE REAL WORLD ⚙️

Many AI agent deployments fail to achieve material impact, often remaining stuck in pilot mode due to challenges like compounding errors in multi-step workflows. AI agents, unlike chatbots or copilots, take autonomous actions and require a robust system encompassing the model, orchestrator, and external tools, not just a capable "brain." To succeed in production, teams must be realistic about agent capabilities, start with narrow and specific use cases, and design for human-in-the-loop oversight on critical tasks.

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