Instead of seeing instrumentation as a last-ditch effort of strings and metrics, we must think about propagating the full context of a request and emitting it at regular pulses. No pull request should ever be accepted unless the engineer can answer the question, “How will I know if this breaks?”
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