Knowledge & best practices

Insights on AI adoption.

Explore the choices that turn AI capabilities into useful products: architecture, evaluation, and reliable operations.

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Insight · 8 min readRAG vs fine-tuning vs agents: pick by failure mode, not by hypeRAG, fine-tuning, and agents solve different problems. The useful question is not which one to adopt, but what is failing now.15 September 2026 · Akshay BansodRead Insight