AIAI Generated
Prompt Engineering as Software Engineering
Treat prompts as versioned, typed, tested production artifacts with explicit contracts, evals, observability, and security boundaries.
2025-11-17 · 11 min read
AIAI Generated
Retrieval-Augmented Generation from Scratch
Build a production-minded RAG pipeline with chunking, hybrid retrieval, reranking, citations, evaluation, security, and observability.
2025-08-28 · 14 min read
AIAI Generated
How Transformers Actually Work (No Hand-Waving)
A shape-by-shape account of tokens, attention, transformer blocks, training, inference, KV caching, and the limits behind modern LLMs.
2025-05-27 · 12 min read