Toiling in the data-mines: what data exploration feels like. Useful advice from Tom Armitage on the exploratory development approach required when starting to build a project against a large, complex dataset. Tips include making sure you have a REPL to hand and using tools like gRaphael to generate graphs against pretty much everything, since until you’ve seen their shape you won’t know if they are interesting or not.
Recent articles
- The Summer of Johann: prompt injections as far as the eye can see - 15th August 2025
- Open weight LLMs exhibit inconsistent performance across providers - 15th August 2025
- LLM 0.27, the annotated release notes: GPT-5 and improved tool calling - 11th August 2025