If you build with AI every day, two leaks quietly kill momentum:
1) You overspend on tokens without noticing in the moment
2) You lose deep-work time to feed scrolling between prompts
I hit both hard this month.
Here’s the exact system I now use to ship faster with less stress.
1) Track spend while you work, not after
End-of-day invoices are too late. Real-time feedback changes behavior.
I keep a tiny menu bar tracker running so I can see usage as I iterate. If I see a spike, I tighten prompts immediately instead of discovering it tomorrow.
2) Split “explore” and “execute” sessions
Exploration is intentionally messy. Execution should be tight.
- Explore: broad brainstorming, rough ideas, dead ends allowed
- Execute: scoped tasks, short prompts, deterministic output
Mixing these is how token bills explode.
3) Use a hard budget per coding block
Before a session, I set a simple cap for that block.
When I approach it, I switch from asking huge open prompts to smaller surgical ones. Same progress, lower burn.
4) Kill the feed during deep work
My biggest cost spikes often happened after “just a quick scroll.”
Context switching made me re-prompt everything, which increased both time and token spend.
So during coding blocks, I block distracting feeds at the source (not entire websites, just the feeds).
5) Keep a running prompt log
When a prompt pattern works, save it. When one wastes tokens, tag it.
A lightweight log quickly becomes your personal playbook and prevents repeating expensive mistakes.
6) Design your environment for low-friction focus
Tiny defaults matter:
- AI cost meter always visible
- Feed blockers scheduled for work windows
- Notes window pinned for task scope
Good defaults beat willpower.
7) Review once per week
Every week, I check:
- Which sessions had the worst cost-per-useful-output?
- Which distractions broke flow most often?
- Which prompt templates gave best outcomes?
Then I update my workflow for next week.
The stack I’m currently using
- TokenBar ($5): Mac menu bar tracker for live AI token/cost visibility while you code.
- Monk Mode ($15): Mac distraction blocker with feed-level blocking so you can keep tools open but remove doomscroll traps.
The combo works because it attacks both leaks at once: money leak + attention leak.
If you’re serious about shipping consistently with AI, this pair changed the game for me.
Top comments (0)