Open loops kill desk focus. A half-done page, a parked plugin fix, a lead enrichment switch you “might try later.” None of them need a daily ping. They need a date. If the work is not finishable this week, do
Only Wake Me With a Decision
Require every desk wake to end with a decision (or stay quiet). Status dumps belong in a tracker, not your interrupt path.
Reuse Before You Rebuild
The fastest way to burn AI credits is not a long chat. It is rebuilding something you already shipped because the brief was thin, the path was unclear, or someone wanted a “cleaner” version for transport. If the outcome already
Keep Customer Paths Off AI Credits
AI desks are great until the credits run out mid-week. The painful version is not “I cannot brainstorm.” It is a paid customer waiting on a confirmation email, or a lead form that never gets a reply, because the bot
One Brief When You Loop Someone In
Most AI desk messes start the same way. Someone says “can you also…” and the thread balloons. A builder gets half the context. A sales specialist gets the whole chat dump. Nobody is sure what “done” means. The fix is
Standing Rules Once: Stop Re-Explaining the Same Guardrails
Most AI desks fail the same way: every new chat or routine gets a fresh briefing, and the human re-explains the same non-negotiables for the tenth time. Do not send email. Do not publish. Do not touch money. Quiet overnight.
Name the Exit Before You Start the Watch
Most AI desk messes are not wild prompts. They are open-ended watches that never got an ending. “Keep an eye on this.” “Ping me when it changes.” “Watch the inbox for a bit.” Those sound harmless. Without an exit, they