8bit.tr Journal
AI Engineering
3 articles tagged with AI Engineering.
December 8, 2025
Prompt Systems, Not Prompt Tricks: A Production-Ready Approach
How to move from ad-hoc prompts to robust prompt systems with templates, guardrails, and evaluation loops.
December 4, 2025
LLM Architecture From Scratch: The Building Blocks That Matter
A clear, technical walk-through of modern LLM architecture, from tokenization and attention to training loops and inference trade-offs.
December 4, 2025
C and C++ in AI Systems: The Performance Layer Behind Modern ML
A professional deep dive into how C and C++ power AI systems under Python, from kernels and runtimes to deployment at scale.