For months I kept saying the same thing:
“AI coding is getting expensive.”
That was only half true.
The bigger problem was context chaos.
When I was tired, switching tabs, checking feeds, and bouncing between ideas, my AI usage exploded:
- more retries
- messier prompts
- oversized context windows
- expensive model calls for basic tasks
When I was focused, the exact same stack cost way less.
What I changed (and what actually worked)
1) I started tracking cost in real time
The monthly bill is too late.
I needed feedback while I was working, per session, per request. That changed behavior immediately.
I built TokenBar for this (Mac menu bar tracker):
- https://tokenbar.site
- $5 one-time
Once I could see spend live, it got obvious which flows were leaking money.
2) I stopped fighting apps and removed feeds instead
I used to delete apps, reinstall them, repeat.
The better move was blocking algorithmic feeds while keeping useful parts (messages, groups, direct links).
I built Monk Mode for that:
- https://mac.monk-mode.lifestyle
- $15 one-time
Less feed switching = fewer broken work sessions = fewer garbage AI retries.
3) I added one tiny preflight before big runs
Before hitting enter on a heavy request, I ask:
- Is this the smallest useful scope?
- Do I actually need the expensive model here?
- What does success look like in one sentence?
This 30-second pause saves me way more than any model “hack.”
My practical 7-day rule set
- Track spend live, not at month-end
- Keep one active task at a time
- Cap runaway sessions early
- Route easy tasks to cheaper models
- Use explicit “done” criteria in prompts
- Block feeds during build blocks
- Review cost-per-shipped-task nightly
The real takeaway
I thought I had a pricing problem.
I had an attention + workflow problem that showed up as a pricing problem.
If your AI bill feels random, check your context quality before blaming model rates.
That single mindset shift has saved me more than any tool switch.
If you’re building with AI daily, track two numbers for a week:
1) cost per session
2) focused hours
You’ll probably find they move together.
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