Stories by sebg

A Software Engineer's Journey into ML Deployment: Discovering Kubeflow

Modern Polars – A side-by-side comparison of the Polars and Pandas libraries

Data Have a Limited Shelf Life

Making Sense of Commonality Analysis

Cellm: Use LLMs in Excel Formulas

A Few Thoughts on Intensity

The surprising ease and effectiveness of AI in a loop

Fuzzy APIs: A New Pattern in AI Engineering

Fuzzy API composition: querying NBA stats with GPT-3 and Statmuse and LangChain

GitHub's AI Model Evaluation: Lessons from Copilot

AI-generated tools can make programming more fun

Common Pitfalls in AI Engineering: Learning from Early Adopters

Ninety–Ninety Rule

Common pitfalls when building generative AI applications

When is AI useful in the real world?

AgentEval: A Framework for Evaluating LLM Applications

UK's hardware talent is being wasted

Thoughts on Watermarking AI-Generated Content

Engineering Complex AI Systems: Lessons from Software Engineering

Lessons from Palantir Alums About Building a Tech Company

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