6 articles
Predict the future of your hardware. Master the 'SMART' self-test system built into every modern hard drive. Learn to use 'smartctl' to identify failing disks before they crash and use 'hdparm' to benchmark your storage performance.
Does a 2-million-token context window make RAG obsolete? A benchmark study on 'Lost in the Middle' phenomena versus optimized vector search for agentic workflows.
Measuring progress. How to build an Evals suite to test your agent's accuracy, tool usage, and cost over time.
Optimization 101. Balancing speed vs quality vs memory in your local AI setup.
Hands-on: Benchmarking your machine. Compare quantization levels and measure memory usage in real-time.
Hands-on: Benchmarking your machine. Compare quantization levels and measure memory usage in real-time.