One interesting quirk of Pinboard is a complete absence of unit tests. I used to be a die-hard believer in testing, but in Pinboard tried a different approach, as an experiment. Instead of writng tests I try to be extremely careful in coding, and keep the code size small so I continue to understand it. I've found my defect rate to be pretty comparable to earlier projects that included extensive test suites and fixtures, but I am much more productive on Pinboard.
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