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John

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The calorie log has to survive bad lighting
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John

The calorie log has to survive bad lighting

#ai #health
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2 min read

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The best food log lets you be imprecise first
johns23424234324234 profile
John

The best food log lets you be imprecise first

#ai #health #productivity #startup
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2 min read
The meal you log from memory is the one that matters
johns23424234324234 profile
John

The meal you log from memory is the one that matters

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2 min read
AI coding sessions need an odometer
johns23424234324234 profile
John

AI coding sessions need an odometer

#webdev
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2 min read
I built MetricSync around the meals people are too tired to log
johns23424234324234 profile
John

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

#ai #health
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1 min read
The meal that breaks calorie tracking is usually the boring one
johns23424234324234 profile
John

The meal that breaks calorie tracking is usually the boring one

#product
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2 min read
The most important feature in an AI food logger is the correction path
johns23424234324234 profile
John

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

#health
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1 min read
Shared plates are where AI food logging stops being a demo
johns23424234324234 profile
John

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
johns23424234324234 profile
John

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

#health #nutrition #ios #startup
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1 min read
The fastest way I spot a bad AI session is token drift
johns23424234324234 profile
John

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

#showdev #ai #productivity
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1 min read
The meal that breaks food logging habits is usually the unplanned one
johns23424234324234 profile
John

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

#ai
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1 min read
If barcode scan feels like a fallback, your AI food logger is backwards
johns23424234324234 profile
John

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

#ai
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1 min read
The meal after the workout is where calorie tracking habits usually break
johns23424234324234 profile
John

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

#showdev #ai
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1 min read
The best AI food log is the one you can fix with one thumb
johns23424234324234 profile
John

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

#ios
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1 min read
The token spike that told me I was avoiding a decision
johns23424234324234 profile
John

The token spike that told me I was avoiding a decision

#showdev #ai #productivity
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1 min read
Nobody quits a calorie tracker over oatmeal
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John

Nobody quits a calorie tracker over oatmeal

#ai
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1 min read
Before I blame the model, I check the token trail
johns23424234324234 profile
John

Before I blame the model, I check the token trail

Comments
2 min read
I built TokenBar after realizing prompt bloat is easier to ignore than fix
johns23424234324234 profile
John

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

#showdev #ai #productivity #discuss
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2 min read
The hardest food log is not the wrong one. It is the mixed one.
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John

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
johns23424234324234 profile
John

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
johns23424234324234 profile
John

The hidden token leak in AI workflows is not your prompt

#ai
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1 min read
The real problem with AI food logging is the skipped meal
johns23424234324234 profile
John

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
johns23424234324234 profile
John

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

#buildinpublic
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1 min read
I built TokenBar after realizing prompt bloat is easier to ignore than fix
johns23424234324234 profile
John

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
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John

I built TokenBar because LLM costs were too easy to ignore

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

Why most AI nutrition app demos miss the real accuracy problem

#ai
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1 min read
I tested MetricSync against CalAI for fast nutrition logging
johns23424234324234 profile
John

I tested MetricSync against CalAI for fast nutrition logging

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1 min read
I built an AI nutrition tracker because Cal AI still felt too expensive for what it does
johns23424234324234 profile
John

I built an AI nutrition tracker because Cal AI still felt too expensive for what it does

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1 min read
I built MetricSync because Cal AI kept missing on real meals
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John

I built MetricSync because Cal AI kept missing on real meals

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1 min read
Building against Cal AI taught me what people actually pay for in nutrition apps
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John

Building against Cal AI taught me what people actually pay for in nutrition apps

#productivity #healthtech
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1 min read
Why AI nutrition tracking fails the moment the log stops feeling trustworthy
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John

Why AI nutrition tracking fails the moment the log stops feeling trustworthy

#buildinpublic
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1 min read
Why I think most AI calorie apps lose people after day 3
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John

Why I think most AI calorie apps lose people after day 3

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1 min read
I built an AI nutrition tracker because CalAI was too expensive for what it gave me
johns23424234324234 profile
John

I built an AI nutrition tracker because CalAI was too expensive for what it gave me

#nutrition
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1 min read
Why I built MetricSync after realizing calorie tracking apps feel like admin
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John

Why I built MetricSync after realizing calorie tracking apps feel like admin

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1 min read
Built an AI nutrition tracker because CalAI felt too expensive for what it does
johns23424234324234 profile
John

Built an AI nutrition tracker because CalAI felt too expensive for what it does

#ios
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1 min read
The AI cost mistake I made was checking too late
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John

The AI cost mistake I made was checking too late

#startupbuildinpublic
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3 min read
Your AI bill is usually a feedback problem, not a finance problem
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John

Your AI bill is usually a feedback problem, not a finance problem

Comments
4 min read
Why I built Monk Mode after realizing site blockers weren't solving the real problem
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John

Why I built Monk Mode after realizing site blockers weren't solving the real problem

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2 min read
Why I built MetricSync instead of paying for CalAI
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John

Why I built MetricSync instead of paying for CalAI

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1 min read
Built a cheaper alternative to CalAI for people who actually track macros daily
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John

Built a cheaper alternative to CalAI for people who actually track macros daily

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1 min read
I built Monk Mode because blockers kept breaking my workflow
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John

I built Monk Mode because blockers kept breaking my workflow

#buildinpublic
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2 min read
The problem was not screen time. It was feeds.
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John

The problem was not screen time. It was feeds.

#productivity
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2 min read
Why AI Cost Dashboards Fail Solo Developers
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John

Why AI Cost Dashboards Fail Solo Developers

#devtools #ai
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2 min read
Why I Built Monk Mode Instead of Deleting Social Apps Again
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John

Why I Built Monk Mode Instead of Deleting Social Apps Again

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2 min read
I built an AI nutrition tracker after getting frustrated with CalAI pricing
johns23424234324234 profile
John

I built an AI nutrition tracker after getting frustrated with CalAI pricing

Comments
1 min read
Most AI teams do not have a model problem. They have a visibility problem.
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John

Most AI teams do not have a model problem. They have a visibility problem.

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1 min read
Your AI pricing is fake if you do not track cost per user action
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John

Your AI pricing is fake if you do not track cost per user action

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3 min read
Your AI bill is not random. You just cannot see it yet
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John

Your AI bill is not random. You just cannot see it yet

#ai #productivity #programming #buildinpublic
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1 min read
I compared MetricSync vs CalAI while trying AI nutrition trackers
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John

I compared MetricSync vs CalAI while trying AI nutrition trackers

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1 min read
Why I built MetricSync after getting tired of five dashboards telling me five different stories
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John

Why I built MetricSync after getting tired of five dashboards telling me five different stories

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3 min read
I built a $5 macOS menu bar app because I got tired of guessing my AI token spend
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John

I built a $5 macOS menu bar app because I got tired of guessing my AI token spend

#productivity #ai
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2 min read
The surprise AI bill problem is killing small products
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John

The surprise AI bill problem is killing small products

#saas
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3 min read
The real cost of distraction is not time. It is recovery time.
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John

The real cost of distraction is not time. It is recovery time.

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2 min read
Why AI Cost Dashboards Fail Solo Developers
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John

Why AI Cost Dashboards Fail Solo Developers

#ai #productivity
Comments
2 min read
I built TokenBar after getting surprised by my own AI bill
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John

I built TokenBar after getting surprised by my own AI bill

Comments
2 min read
The surprise AI bill is usually a visibility problem, not a usage problem
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John

The surprise AI bill is usually a visibility problem, not a usage problem

Comments
4 min read
I built Monk Mode because blocking apps was not enough
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John

I built Monk Mode because blocking apps was not enough

#productivity
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2 min read
I built an AI nutrition tracker after getting annoyed with Cal AI pricing
johns23424234324234 profile
John

I built an AI nutrition tracker after getting annoyed with Cal AI pricing

Comments
1 min read
Why I built MetricSync instead of another calorie tracker
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John

Why I built MetricSync instead of another calorie tracker

Comments
3 min read
If your AI costs are invisible, your product margins are fake
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John

If your AI costs are invisible, your product margins are fake

#productivity
Comments
3 min read
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