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Thoughts on machine learning, AI engineering, and tech

DEMO: Building a Toy RAG in a Weekend

DEMO: Building a Toy RAG in a Weekend

Placeholder write-up for a tiny RAG experiment with cached embeddings and a scripted evaluator.

RAGLangChainVector DB
DEMO: Agent Callbacks for Debugging

DEMO: Agent Callbacks for Debugging

Placeholder post on adding verbose callbacks to trace tool-calling agents.

AI AgentsObservabilityTooling
DEMO: ML Eval Checklist in 15 Minutes

DEMO: ML Eval Checklist in 15 Minutes

Placeholder checklist for quickly standing up evals on a new ML model.

MLEvaluationMLOps