Practical lessons on building production systems. Data strategy, cloud architecture, and the real challenges behind the headlines.
The rules have changed. In the era of GenAI, the Data Engineer's role shifts from moving rows and columns to architecting 'Context Pipelines.' Here is why 80% of current data lakes are unprepared for AI, and how to fix it.
Building a RAG prototype takes an afternoon. Tuning it for production takes months. Here is a deep dive into optimizing retrieval strategies, implementing hybrid search, and scientifically measuring quality using the RAGAS framework.
Is Nvidia still the only game in town? From the brute force of GPUs to the deterministic speed of LPUs and the efficiency of custom Cloud Silicon. Here is your guide to the 2026 AI Hardware landscape.