Patidar

spring boot gets endless hate for being heavy, but nobody complains at 3am when the fix is in the first stackoverflow result and the framework behaves exactly like the docs say. boring frameworks are incident insurance. pick shiny when you can afford the learning curve, pick bori

deepseek open-sourced a prototype coding agent that listens to repo events and, optionally, team chat. it acts when asked or under rules the team wrote. less babysitting, clear boundaries. that's an interesting direction for coding agents. https://github.com/deepseek-ai/dsh-supe

the real skill shift of AI coding isn't prompting. it's taste in what to review carefully. boilerplate diffs get a skim, the 12-line change to your retry logic gets 20 minutes. knowing which is which only comes from writing the boring stuff by hand first.