Engineering Notes

When deployments are painful, teams deploy less often. When teams deploy less often, each deployment carries more risk. The cycle compounds.

The useful applications of AI in engineering are quieter than the marketing suggests. Most of the value is in reducing repetitive cognitive work, not replacing judgment.