Guides
Technical guides
for builders.
Practical notes on machine learning, LLMs, and real-world deployment. From a first experiment to a working system.
Choosing the right embedding model
A practical guide to embedding models, including trade-offs, evaluation methods, and retrieval quality.
Machine Learning6 min read
What model accuracy doesn’t tell you
Go beyond a single number. Explore evaluation metrics, test sets, and practical failure analysis.
Machine Learning6 min read