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Dev.to · Adamo Software
4d ago
Building an AI fallback system: when to use GPT-4o, when to fall back to Haiku, when to skip the LLM entirely
Not every query deserves a frontier model. A user asking "what is your cancellation policy?" does not...

Dev.to · Adamo Software
2w ago
How we designed an AI Agent workflow with fallback chains and human-in-the-loop
If you've shipped an AI agent to production, you already know the uncomfortable truth: the demo works...

Dev.to · Adamo Software
3w ago
How we reduced AI inference costs by 60% without sacrificing accuracy
Running ML models in production is expensive. When we deployed a document classification pipeline for...
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