#lang-en

Articles tagged with #lang-en

MLflow Autologging and Zero-Config Tracking
How to get useful experiment tracking with one line of instrumentation, and where to add explicit control.
Jul 22, 20266 min read
Reproducible Experiment Tracking with MLflow and UV
A practical workflow for pairing MLflow runs and model versions with a locked Python environment.
Jul 19, 20267 min read1
GenAI Evaluation with mlflow.genai.evaluate(): Beyond Accuracy
A practical evaluation harness for RAG systems, LLM judges, custom scorers, and prompt version comparisons.
Jul 14, 202610 min read
Productionising Generative AI with MLflow 3.x: Tracing, Evaluation, and Prompt Optimisation
A practical blueprint for taking RAG and agentic systems from demos to production.
Jul 14, 202612 min read9
Sentinel Health: Winning the Google Build with AI Buildathon Southern Africa 2026
A spec-driven 60-minute build from a rural-health brief to a backend, frontend, and visible cloud MVP.
Apr 30, 20268 min read11
MkDocs RAG Documentation Assistant
A practical RAG architecture for grounding documentation chat with FastAPI, Gemini, derived vector indexes, citations, and an operational reindexing workflow.
Nov 23, 20259 min read