Blog
Notes on building developer tools, AI, and the occasional career tip.
Popular topics
Clear filtersMore topics (145)
topic RAGView all posts
Latest articles
Showing 1–3 of 3
RAGJul 17, 20262 min read
Testing LLM Applications: Evaluation, Mocks, and Regression Checks
A practical testing strategy for LLM applications covering unit tests, retrieval checks, tool calls, evaluation datasets, safety cases, and CI regression gates.
AI engineeringJul 17, 20262 min read
Retrieval-Augmented Generation: Architecture, Design Patterns, and Best Practices
A practical guide to building reliable RAG systems with ingestion, chunking, embeddings, retrieval, citations, evaluation, and access control.
AI engineeringJul 17, 20268 min read
How to Become an AI Engineer: A Practical Roadmap for Software Developers
A practical AI engineer roadmap for software developers covering Python, machine learning, LLMs, RAG, agents, deployment, evaluation, and security.