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Eval-Driven Development: A Software Engineering Approach to Production-Grade AI Agents
How to turn production traces into a continuous improvement loop using Pydantic AI, OpenTelemetry, Grafana Tempo, SeaweedFS, and⌠Continue reading on Towards AI
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Stop Using LLMs for Everything: Content Understanding (Read OCR) vs LLM Extraction â A PracticalâŚ
What 80 documents taught me about cost, latency, hallucination, and picking the right tool for document processing. Continue reading on Towards AI
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The Economics of Agents: Token Accounting, Caching, and Routing
Your agent doesnât have a performance problem. It has a unit-economics problem â and the fix is engineering, not a bigger budget. Continue reading on Towards AI
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