I know it’s a bit cliche at this point, but this harkens to “programming as theory building”[0] which I agree is easy to lose out on when embracing agentic coding today.
- claude code plan mode - mattpocock/skills - obra/superpowers - research/plan/implement
etc etc
Rather than “lights off,” utilizing information theory, decision-making theory and creativity theory makes me better at asking for the right things.
Memory is not transcribed to weights like when humans sleep. Memory is notes handed to someone on groundhog’s day who can’t remember yesterday. We hope they believe us. Don’t be too surprised when a highly entropic system introduces entropy to a project over time.