Monitoring models in production
MLOps and Platforms teams often struggle with catching drift and failures early. The gap between a demo and a production system is usually in data
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AI/ML
Applied machine learning systems, product strategy, and production readiness.
MLOps architecture for small teams
MLOps and Platforms teams often struggle with building a lean but scalable ML platform. The gap between a demo and a production system is usually in data
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REFRAG: Rethinking RAG Decoding for Enhanced LLM Accuracy
REFRAG challenges conventional RAG, proposing a novel decoding strategy to mitigate hallucination and improve factual grounding. This article explores REFRAG’s mechanics, practical applications, implementation nuances, and future implications for robust, production-grade LLM systems, offering senior practitioners essential insights.
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TensorFlow vs PyTorch: Which Framework Should You Choose in 2025 and 2026?
The battle between TensorFlow and PyTorch continues in 2025, but the gap has narrowed significantly with both frameworks evolving into powerful,
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OpenAI’s ChatGPT Atlas: What it is, what it gets right, and what it means for the web
On October 21, 2025, OpenAI launched ChatGPT Atlas, a new web browser that bakes ChatGPT directly into your everyday browsing. Atlas debuted on macOS with
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