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Beyond Prompt Engineering: How Re-Engineering an AI System Improved Performance, Consistency, and Cost Efficiency

Marco Ornelas

May 25, 2026

Beyond Prompt Engineering: How Re-Engineering an AI System Improved Performance, Consistency, and Cost Efficiency

What happens when the promises of an AI-driven application begin to crumble under the weight of real-world production? At Blue Trail Software, we recently faced a critical turning point with a recruitment platform that seemed to have a mind of its own.

Read 4 min

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