Human in the Loop AI
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Blog
The Hidden Costs of AI Automation: Why Your $200 Workflow Actually Costs $20,000
The Hidden Costs of AI Automation: Why Your $200 Workflow Actually Costs $20,000 I’ve been spending a lot of time lately looking at different AI automation setups. Mostly, I’ve just been trying to figure out where the actual leverage is for smaller engineering and operations teams. What I keep finding is that a lot of what we’re calling “AI workflows”…
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Blog
What Is LangChain and LangGraph? Why AI Agents Need Stateful Orchestration
What Is LangChain and LangGraph? Why AI Agents Need Stateful Orchestration AI agents fail far more often than demos suggest. A chatbot that works perfectly in a YouTube video often breaks the moment it enters the real world. APIs time out, memory disappears, models hallucinate, and long workflows lose context halfway through execution. This is why frameworks like LangChain and…
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