📰 Dev.to · John
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Dev.to · John
1d ago
The Loop That Wasn't on the Switches
How a brand-new firewall took down international company for 37 minutes — and why LACP told us...

Dev.to · John
1d ago
Building an AI food logger for the meals that do not photograph well
I have been working on MetricSync, an iPhone AI food logging app, and one UX problem keeps coming...

Dev.to · John
4d ago
What I changed after testing photo, barcode, and text food logging
I have been building MetricSync, an iPhone AI food logging app, and the biggest UX lesson so far is...

Dev.to · John
5d ago
The hardest part of AI food logging is not the photo
I used to think the hardest part of AI food logging was the photo. Can the model recognize chicken?...

Dev.to · John
6d ago
The small UX detail that makes AI food logging feel usable
AI food logging demos usually show the cleanest case: Take a photo, get calories and macros,...

Dev.to · John
1w ago
Designing an AI food logger for messy meals, not demo meals
Most AI food logging demos look clean: Take a photo The app detects the meal Tap save Real meals...

Dev.to · John
1w ago
What barcode scanning taught me about AI food logging UX
I used to think the best AI food logging flow would be simple: Take a photo, let the model identify...

Dev.to · John
1w ago
Designing interruptions for a tiny Mac utility
A lot of Mac utilities fail for the same reason: they technically work, but they interrupt you at the...

Dev.to · John
1w ago
The food logging UX mistake I kept making
I have been building an iPhone AI nutrition tracker, and the first version of my thinking was too...

Dev.to · John
1w ago
Designing a tiny Mac alert that people do not hate
Most utility alerts fail for a simple reason: they are technically correct, but they show up at the...

Dev.to · John
1w ago
What I learned building a food logging app that has to be faster than typing
Most app ideas sound better before you time the actual user action. I have been working on a small...

Dev.to · John
1w ago
The hardest UX problem in AI food logging is not the camera
I have been thinking about AI food logging from the product side, and the camera is not the hard...

Dev.to · John
2w ago
The fastest food logger is the one that lets you fix mistakes quickly
Most food logging apps optimize for the first guess. Take a photo. Scan a barcode. Type a meal. Let...

Dev.to · John
1mo ago
The surprise AI bill problem is killing small products
The easiest way to lie to yourself as an indie builder is to look at revenue without looking at usage...

Dev.to · John
1mo ago
My surprise AI bill is why I built TokenBar
A few months ago I had one of those dumb founder moments where you stare at a bill and think: wait,...

Dev.to · John
🛠️ AI Tools & Apps
⚡ AI Lesson
1mo ago
I built TokenBar because I was tired of guessing my AI spend
I kept opening bills and thinking the same thing: why did this cost jump so fast? It was not because...

Dev.to · John
1mo ago
Why I Built TokenBar: Most AI Bills Are a Visibility Problem, Not a Billing Problem
I kept seeing the same pattern in my own work. The bill was never the first problem. The first...

Dev.to · John
1mo ago
Most AI bills are a visibility problem, not a billing problem
I opened an AI invoice recently and felt the stomach drop that every solo developer knows too...

Dev.to · John
2mo ago
How to Build a Public Open-Source Project People Actually Want to Clone, Use, and Contribute To
A practical guide to building modern public open-source projects on GitHub — from idea and README to releases, community, and a repository that looks profession

Dev.to · John
2mo ago
Flat Pricing Works for SaaS. Why Does It Break for AI?
Flat pricing works really well for traditional SaaS. You charge a fixed monthly fee, users get...

Dev.to · John
2mo ago
From NASA Exoplanet Query to ExoVault: Building a Better Data Exploration Experience
Other project idea I recently decided to build in public was inspired by the NASA Exoplanet Query...

Dev.to · John
2mo ago
From a Calorie Counter Prompt to a Local-First Nutrition Tracker
One of the things I’ve been trying to do lately is take project prompts seriously enough to turn them...

Dev.to · John
2mo ago
I Built a Free Hydration Tracker with No Signup: Here’s What I Learned
I recently built Drink Daily, a hydration tracking web app designed to be free, simple to use, and...

Dev.to · John
2mo ago
We Went from 12 Pages to 150+ Without Writing a Single Blog Post
Six months into building MosesTab, our church management platform, we had a grand total of twelve...
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