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RAG vs Fine-Tuning: How to Choose the Right AI Approach (With a Real Manufacturing Example)-image
November 24, 2025Engineering
Josh PinedaJosh Pineda
RAG vs Fine-Tuning: How to Choose the Right AI Approach (With a Real Manufacturing Example)

Teams building AI solutions often ask: Should we use RAG, or should we fine-tune a model? They may seem similar on the surface, but they solve completely different problems. Understanding this difference is the key to building AI systems that are accurate and capable of expert-level reasoning.

Why Average Companies Stay Average: The Power of Custom Software Development-image
March 12, 2025Engineering
Josh PinedaJosh Pineda
Why Average Companies Stay Average: The Power of Custom Software Development

Most leaders don’t wake up and say, “I want to be average today.” No CEO, no visionary, no entrepreneur sets out to blend in. And yet, so many businesses choose tools that limit them, software that makes them fit into predefined boxes rather than helping them break out.

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