Reading up on Charity Majors

A survey of 181 developers finds that 40% of those who always use LLMs to write blog posts never wrote before, while 72% of LLM draft users perform substantial editing and only 13% feel the output captures their voice.

Operations should be reclaimed as a term of pride, not a synonym for toil, because it is a vital and difficult engineering function distinct from product development.

Structured, high-cardinality logs with consistent schemas and correlation IDs improve debugging over traditional unstructured logs in distributed systems.