Thoughts, insights, and tutorials on web development and modern technologies.

Ever wondered why your ML model won't fit on your GPU? Learn how to calculate VRAM requirements for training and inference, understand the difference between FP32, FP16, and INT8, and discover practical formulas with real-world examples for models from BERT to LLaMA.

Your AI sounds confident, but is it telling the truth? Learn battle-tested techniques to cut hallucinations in production and stop losing user trust to confidently wrong AI responses. Proven methods: RAG implementation, smart prompting, system guardrails, and real case studies from developers who've solved this problem.