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Career
How to choose, evaluate, write up and package projects so that a reviewer can see you build systems that work and measure whether they do — plus how to scope freelance AI work and estimate it honestly.
5 min readSkills & careers in AI, AI engineering, Evaluation
Guide
What to have in place before a retrieval-augmented generation system meets real users: a retrieval evaluation set, structure-aware chunking, hybrid search, verifiable citations, permission-aware retrieval, a freshness plan and production monitoring.
6 min readRetrieval (RAG), AI engineering, Evaluation
Explainer
A definition you can check against code: a model, a set of tools, a loop, state carried between steps and an explicit stop condition — plus how to tell when a fixed workflow is the better engineering choice.
6 min readAgents, AI engineering, Large language models
Guides, paper breakdowns and data updates when they are published.