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John

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The food logging problem is usually the first input

The food logging problem is usually the first input

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3 min read

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I stopped treating AI coding usage like a receipt

I stopped treating AI coding usage like a receipt

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2 min read
Building an AI food logger for the meals that do not photograph well

Building an AI food logger for the meals that do not photograph well

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2 min read
The AI coding dashboard I wanted was not a dashboard

The AI coding dashboard I wanted was not a dashboard

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2 min read
Check your AI coding limit before the long session starts

Check your AI coding limit before the long session starts

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2 min read
Why I stopped hiding correction behind a tiny edit button

Why I stopped hiding correction behind a tiny edit button

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3 min read
A small rule for AI coding usage: surface the limit before the wall

A small rule for AI coding usage: surface the limit before the wall

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2 min read
What I changed after testing photo, barcode, and text food logging

What I changed after testing photo, barcode, and text food logging

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2 min read
The hardest part of AI food logging is not the photo

The hardest part of AI food logging is not the photo

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2 min read
The small UX detail that makes AI food logging feel usable

The small UX detail that makes AI food logging feel usable

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2 min read
The 30-second check I do before starting another AI coding task

The 30-second check I do before starting another AI coding task

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2 min read
Designing an AI food logger for messy meals, not demo meals

Designing an AI food logger for messy meals, not demo meals

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2 min read
What I watch before a Claude Code session hits the wall

What I watch before a Claude Code session hits the wall

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3 min read
What barcode scanning taught me about AI food logging UX

What barcode scanning taught me about AI food logging UX

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3 min read
Designing interruptions for a tiny Mac utility

Designing interruptions for a tiny Mac utility

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2 min read
The stop loss I use for Claude Code and Codex sessions

The stop loss I use for Claude Code and Codex sessions

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3 min read
The food logging UX mistake I kept making

The food logging UX mistake I kept making

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1 min read
How I tell when Claude Code or Codex is burning tokens on the wrong work

How I tell when Claude Code or Codex is burning tokens on the wrong work

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2 min read
Designing a tiny Mac alert that people do not hate

Designing a tiny Mac alert that people do not hate

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2 min read
The AI coding metric I actually want in my menu bar

The AI coding metric I actually want in my menu bar

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3 min read
What I learned building a food logging app that has to be faster than typing

What I learned building a food logging app that has to be faster than typing

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3 min read
A tiny Mac utility taught me that paid apps need one obvious daily problem

A tiny Mac utility taught me that paid apps need one obvious daily problem

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3 min read
The hardest UX problem in AI food logging is not the camera

The hardest UX problem in AI food logging is not the camera

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2 min read
The focus blocker that finally worked for me blocks the feed, not the app

The focus blocker that finally worked for me blocks the feed, not the app

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2 min read
A simple way to notice AI coding limits before they stop your day

A simple way to notice AI coding limits before they stop your day

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2 min read
I stopped treating AI coding limits like a mystery budget

I stopped treating AI coding limits like a mystery budget

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3 min read
The fastest food logger is the one that lets you fix mistakes quickly

The fastest food logger is the one that lets you fix mistakes quickly

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2 min read
I built a tiny Mac utility for the one AirPod that never charged

I built a tiny Mac utility for the one AirPod that never charged

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2 min read
A simple Mac workflow for keeping AI coding token usage under control

A simple Mac workflow for keeping AI coding token usage under control

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2 min read
How to Track Claude Code Token Usage Before It Surprises You

How to Track Claude Code Token Usage Before It Surprises You

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2 min read
I built a $2.99 Mac app that warns before one AirPod dies

I built a $2.99 Mac app that warns before one AirPod dies

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1 min read
I added Mac heat and system load to my AI token tracker

I added Mac heat and system load to my AI token tracker

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3 min read
Claude Code and Codex need a token meter in the menu bar

Claude Code and Codex need a token meter in the menu bar

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1 min read
I built a $5 macOS menu bar app because AI coding token usage kept surprising me

I built a $5 macOS menu bar app because AI coding token usage kept surprising me

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2 min read
The calorie log has to survive bad lighting

The calorie log has to survive bad lighting

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2 min read
The best food log lets you be imprecise first

The best food log lets you be imprecise first

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2 min read
The meal you log from memory is the one that matters

The meal you log from memory is the one that matters

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2 min read
AI coding sessions need an odometer

AI coding sessions need an odometer

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2 min read
I built MetricSync around the meals people are too tired to log

I built MetricSync around the meals people are too tired to log

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1 min read
The meal that breaks calorie tracking is usually the boring one

The meal that breaks calorie tracking is usually the boring one

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2 min read
The most important feature in an AI food logger is the correction path

The most important feature in an AI food logger is the correction path

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1 min read
Shared plates are where AI food logging stops being a demo

Shared plates are where AI food logging stops being a demo

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1 min read
Most calorie tracking apps lose you on the meal you almost skip

Most calorie tracking apps lose you on the meal you almost skip

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1 min read
The fastest way I spot a bad AI session is token drift

The fastest way I spot a bad AI session is token drift

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1 min read
The meal that breaks food logging habits is usually the unplanned one

The meal that breaks food logging habits is usually the unplanned one

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1 min read
If barcode scan feels like a fallback, your AI food logger is backwards

If barcode scan feels like a fallback, your AI food logger is backwards

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1 min read
The meal after the workout is where calorie tracking habits usually break

The meal after the workout is where calorie tracking habits usually break

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1 min read
The best AI food log is the one you can fix with one thumb

The best AI food log is the one you can fix with one thumb

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1 min read
The token spike that told me I was avoiding a decision

The token spike that told me I was avoiding a decision

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1 min read
Nobody quits a calorie tracker over oatmeal

Nobody quits a calorie tracker over oatmeal

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1 min read
Before I blame the model, I check the token trail

Before I blame the model, I check the token trail

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2 min read
I built TokenBar after realizing prompt bloat is easier to ignore than fix

I built TokenBar after realizing prompt bloat is easier to ignore than fix

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2 min read
The hardest food log is not the wrong one. It is the mixed one.

The hardest food log is not the wrong one. It is the mixed one.

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2 min read
If an AI food log takes longer than 10 seconds, I lose the meal

If an AI food log takes longer than 10 seconds, I lose the meal

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1 min read
The hidden token leak in AI workflows is not your prompt

The hidden token leak in AI workflows is not your prompt

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1 min read
The real problem with AI food logging is the skipped meal

The real problem with AI food logging is the skipped meal

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1 min read
Why I priced MetricSync at $5/month while building an AI food logger

Why I priced MetricSync at $5/month while building an AI food logger

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1 min read
I built TokenBar after realizing prompt bloat is easier to ignore than fix

I built TokenBar after realizing prompt bloat is easier to ignore than fix

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3 min read
I built TokenBar because LLM costs were too easy to ignore

I built TokenBar because LLM costs were too easy to ignore

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1 min read
Why most AI nutrition app demos miss the real accuracy problem

Why most AI nutrition app demos miss the real accuracy problem

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1 min read
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