A good leak setup is not about making the home feel futuristic. It is about placing cheap sensors and a reliable shutoff routine where small plumbing failures can become expensive damage.
Read more
Before Claude Code patches a bug, make it list competing hypotheses, evidence, checks, and the smallest next action. The table keeps debugging honest when the first theory sounds too convenient.
Read more
After Claude Code edits, make it trace every meaningful change back to the failing behavior, the file evidence, and the verification result before you accept the patch.
Read more
Smart irrigation is most useful when it reacts to real soil and weather conditions, not when it simply moves an old timer schedule into an app.
Read more
Before trusting a Claude Code plan or patch, ask it to name the files, runtime paths, logs, and assumptions it did not inspect. The unread list turns confidence into reviewable scope.
Read more
Compact AI mini PCs are becoming useful because they turn local model experiments into an always-available desk tool, not a separate lab project.
Read more
Use /ultraplan when the work is too large for a casual prompt: draft the plan separately, attack its assumptions, then bring back only a verified first slice.
Read more
Presence sensors are becoming a practical smart home layer for rooms that should react to people, not schedules. The best setups start small: one room, local rules, clear privacy boundaries, and manual overrides.
Read more
After a feature works, run /simplify as a separate cleanup pass: preserve the proof, narrow the target, review the diff, and reject clever rewrites that change behavior.
Read more
Concealed countertop stations are useful because they reduce visual clutter while keeping everyday kitchen tools close enough to use.
Read more