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    <title>DEV Community: JackAltman</title>
    <description>The latest articles on DEV Community by JackAltman (@jack__altman__).</description>
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      <title>Just surpassed 5k users</title>
      <dc:creator>JackAltman</dc:creator>
      <pubDate>Wed, 01 Apr 2026 13:49:42 +0000</pubDate>
      <link>https://dev.to/jack__altman__/just-surpassed-5k-users-c38</link>
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    </item>
    <item>
      <title>The MacBook setup I use as a “vibe coder” (tools that actually matter)</title>
      <dc:creator>JackAltman</dc:creator>
      <pubDate>Tue, 31 Mar 2026 23:50:44 +0000</pubDate>
      <link>https://dev.to/jack__altman__/the-macbook-setup-i-use-as-a-vibe-coder-tools-that-actually-matter-3coh</link>
      <guid>https://dev.to/jack__altman__/the-macbook-setup-i-use-as-a-vibe-coder-tools-that-actually-matter-3coh</guid>
      <description>&lt;p&gt;Most “top tools” lists are noise.&lt;/p&gt;

&lt;p&gt;If you’re actually building things—shipping fast, testing ideas, running AI workflows—you don’t need 50 apps. You need a tight setup that removes friction.&lt;/p&gt;

&lt;p&gt;This is what I’ve ended up using daily.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;1. Raycast (replace Spotlight completely)&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;If you’re still using Spotlight, you’re wasting time.&lt;/p&gt;

&lt;p&gt;Raycast becomes your control center:&lt;/p&gt;

&lt;p&gt;Open apps instantly&lt;br&gt;
Run scripts&lt;br&gt;
Manage clipboard history&lt;br&gt;
Trigger workflows&lt;/p&gt;

&lt;p&gt;It’s one of those tools where after a week, you can’t go back.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;2. Arc Browser (context &amp;gt; tabs)&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Arc changes how you think about browsing:&lt;/p&gt;

&lt;p&gt;Spaces for different contexts (work, side projects, etc.)&lt;br&gt;
Clean UI, no tab chaos&lt;br&gt;
Feels closer to an IDE than a browser&lt;/p&gt;

&lt;p&gt;If you’re juggling multiple projects, this matters more than you think.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;3. TokenBar (this one fixed a real problem)&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;If you’re using AI tools a lot (OpenAI, Anthropic, etc.), costs can get out of control fast.&lt;/p&gt;

&lt;p&gt;That’s the problem I ran into.&lt;/p&gt;

&lt;p&gt;TokenBar:&lt;/p&gt;

&lt;p&gt;Lives in your Mac menu bar&lt;br&gt;
Shows real-time token usage + cost&lt;br&gt;
Tracks usage per session/day&lt;br&gt;
Helps you catch runaway prompts before they burn money&lt;/p&gt;

&lt;p&gt;It’s simple, but it solves something most people don’t notice until it’s too late.&lt;/p&gt;

&lt;p&gt;If you’re building with AI APIs, you probably need this:&lt;br&gt;
👉 &lt;a href="https://tokenbar.site" rel="noopener noreferrer"&gt;https://tokenbar.site&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;4. iTerm + Oh My Zsh (don’t ignore your terminal)&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Default terminal is fine, but upgrading gives you:&lt;/p&gt;

&lt;p&gt;Better autocomplete&lt;br&gt;
Cleaner prompts&lt;br&gt;
Faster navigation&lt;/p&gt;

&lt;p&gt;Small improvements compound when you’re in terminal all day.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;5. Notion (or any lightweight brain dump system)&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Doesn’t matter what you use.&lt;/p&gt;

&lt;p&gt;What matters:&lt;/p&gt;

&lt;p&gt;Quick capture of ideas&lt;br&gt;
Lightweight planning&lt;br&gt;
No friction&lt;/p&gt;

&lt;p&gt;Over-structuring kills momentum.&lt;/p&gt;

&lt;p&gt;The actual takeaway&lt;/p&gt;

&lt;p&gt;The goal isn’t “more tools.”&lt;/p&gt;

&lt;p&gt;It’s:&lt;/p&gt;

&lt;p&gt;Less friction&lt;br&gt;
Faster iteration&lt;br&gt;
Awareness (especially with AI costs)&lt;/p&gt;

&lt;p&gt;Most people optimize for aesthetics.&lt;br&gt;
Good builders optimize for feedback loops.&lt;/p&gt;

&lt;p&gt;If you’ve got other tools that genuinely improved your workflow (not just trendy ones), I’m interested.&lt;/p&gt;

</description>
    </item>
    <item>
      <title>I built a Mac app that blocks the exact parts of apps that waste your time</title>
      <dc:creator>JackAltman</dc:creator>
      <pubDate>Mon, 30 Mar 2026 20:14:33 +0000</pubDate>
      <link>https://dev.to/jack__altman__/i-built-a-mac-app-that-blocks-the-exact-parts-of-apps-that-waste-your-time-1ddd</link>
      <guid>https://dev.to/jack__altman__/i-built-a-mac-app-that-blocks-the-exact-parts-of-apps-that-waste-your-time-1ddd</guid>
      <description>&lt;p&gt;Most “productivity” tools don’t work.&lt;/p&gt;

&lt;p&gt;Not because they’re bad — but because they’re too extreme.&lt;/p&gt;

&lt;p&gt;They either:&lt;/p&gt;

&lt;p&gt;block everything (so you quit using them), or&lt;br&gt;
do nothing meaningful&lt;/p&gt;

&lt;p&gt;The real problem is smaller.&lt;/p&gt;

&lt;p&gt;It’s not YouTube.&lt;br&gt;
It’s the homepage.&lt;br&gt;
It’s not Twitter.&lt;br&gt;
It’s the For You feed.&lt;/p&gt;

&lt;p&gt;That’s where time disappears.&lt;/p&gt;

&lt;p&gt;So I built something different&lt;/p&gt;

&lt;p&gt;Instead of blocking entire apps, this tool lets you block just the addictive parts.&lt;/p&gt;

&lt;p&gt;Hide YouTube home + recommendations&lt;br&gt;
Remove infinite feeds (Twitter, etc.)&lt;br&gt;
Keep search, subscriptions, and actual intent-based use&lt;/p&gt;

&lt;p&gt;You can still use the internet — just without the traps.&lt;/p&gt;

&lt;p&gt;Why this actually works&lt;/p&gt;

&lt;p&gt;Because it doesn’t rely on willpower.&lt;/p&gt;

&lt;p&gt;It changes the environment.&lt;/p&gt;

&lt;p&gt;No dopamine loops → no scrolling → no wasted hours&lt;/p&gt;

&lt;p&gt;Other things it does&lt;br&gt;
Schedule “monk mode” sessions&lt;br&gt;
Integrates with Screen Time / system controls&lt;br&gt;
Lightweight (runs quietly in the background)&lt;br&gt;
Who this is for&lt;br&gt;
Developers who open YouTube “for one thing”&lt;br&gt;
Anyone trying to focus but keeps getting pulled into feeds&lt;br&gt;
People who’ve tried blockers and hated them&lt;br&gt;
Free for a bit&lt;/p&gt;

&lt;p&gt;I’m letting people try it and giving early users a discount.&lt;/p&gt;

&lt;p&gt;👉 &lt;a href="https://mac.monk-mode.lifestyle" rel="noopener noreferrer"&gt;https://mac.monk-mode.lifestyle&lt;/a&gt;&lt;br&gt;
Use code: DEV&lt;/p&gt;

&lt;p&gt;If you try it, I’m curious:&lt;br&gt;
what’s the one site that wastes most of your time?&lt;/p&gt;

</description>
      <category>productivity</category>
      <category>showdev</category>
      <category>sideprojects</category>
      <category>socialmedia</category>
    </item>
    <item>
      <title>TokenBar — a simple way to track tokens, costs, and usage across AI models</title>
      <dc:creator>JackAltman</dc:creator>
      <pubDate>Tue, 24 Mar 2026 16:13:36 +0000</pubDate>
      <link>https://dev.to/jack__altman__/tokenbar-a-simple-way-to-track-tokens-costs-and-usage-across-ai-models-2lmi</link>
      <guid>https://dev.to/jack__altman__/tokenbar-a-simple-way-to-track-tokens-costs-and-usage-across-ai-models-2lmi</guid>
      <description>&lt;p&gt;Working with AI APIs gets expensive quickly.&lt;/p&gt;

&lt;p&gt;Between prompts, completions, embeddings, and multiple providers, it becomes difficult to answer basic questions:&lt;/p&gt;

&lt;p&gt;How many tokens am I using?&lt;br&gt;
Which feature is driving costs?&lt;br&gt;
Which model is the most efficient?&lt;/p&gt;

&lt;p&gt;Most platforms don’t make this easy to track in one place.&lt;/p&gt;

&lt;p&gt;What is TokenBar?&lt;/p&gt;

&lt;p&gt;TokenBar is a tool for monitoring token usage and cost across AI applications.&lt;/p&gt;

&lt;p&gt;It provides a clearer view of:&lt;/p&gt;

&lt;p&gt;token consumption&lt;br&gt;
API costs&lt;br&gt;
model usage patterns&lt;br&gt;
Why this matters&lt;/p&gt;

&lt;p&gt;As soon as an app starts using models like:&lt;/p&gt;

&lt;p&gt;GPT-style APIs&lt;br&gt;
embeddings&lt;br&gt;
multi-model pipelines&lt;/p&gt;

&lt;p&gt;cost visibility becomes important.&lt;/p&gt;

&lt;p&gt;Without tracking, it’s easy to:&lt;/p&gt;

&lt;p&gt;overspend&lt;br&gt;
miss inefficiencies&lt;br&gt;
scale blindly&lt;br&gt;
What it focuses on&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;&lt;p&gt;Usage visibility&lt;br&gt;
Understand where tokens are being used.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Cost awareness&lt;br&gt;
See how usage translates into actual spend.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Simplicity&lt;br&gt;
Avoid complex dashboards and unnecessary features.&lt;/p&gt;&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;Who it’s for&lt;br&gt;
Developers building AI products&lt;br&gt;
Indie hackers experimenting with APIs&lt;br&gt;
Startups managing inference costs&lt;br&gt;
Anyone working with token-based pricing&lt;br&gt;
Try it&lt;/p&gt;

&lt;p&gt;&lt;a href="https://tokenbar.site" rel="noopener noreferrer"&gt;https://tokenbar.site&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Summary&lt;/p&gt;

&lt;p&gt;AI costs scale with usage.&lt;/p&gt;

&lt;p&gt;Tracking tokens and spend early helps avoid unnecessary overhead and improves efficiency.&lt;/p&gt;

</description>
    </item>
    <item>
      <title>MetricSync for GERD — track trigger foods without manual logging</title>
      <dc:creator>JackAltman</dc:creator>
      <pubDate>Sun, 22 Mar 2026 19:29:00 +0000</pubDate>
      <link>https://dev.to/jack__altman__/metricsync-for-gerd-track-trigger-foods-without-manual-logging-9m6</link>
      <guid>https://dev.to/jack__altman__/metricsync-for-gerd-track-trigger-foods-without-manual-logging-9m6</guid>
      <description>&lt;p&gt;Managing GERD often comes down to one thing: figuring out what triggers symptoms.&lt;/p&gt;

&lt;p&gt;The problem is consistency.&lt;/p&gt;

&lt;p&gt;Meals are hard to track&lt;br&gt;
Portions are easy to underestimate&lt;br&gt;
Patterns are difficult to notice over time&lt;/p&gt;

&lt;p&gt;Most people stop logging because it takes too much effort.&lt;/p&gt;

&lt;p&gt;What is MetricSync for GERD?&lt;/p&gt;

&lt;p&gt;MetricSync is an AI-powered food tracking tool that helps identify potential trigger foods by removing manual logging.&lt;/p&gt;

&lt;p&gt;Instead of typing meals, you:&lt;/p&gt;

&lt;p&gt;take a photo&lt;br&gt;
let AI identify the food&lt;br&gt;
get instant nutrition estimates&lt;br&gt;
Why this matters for GERD&lt;/p&gt;

&lt;p&gt;GERD symptoms are highly individual.&lt;/p&gt;

&lt;p&gt;Common triggers include:&lt;/p&gt;

&lt;p&gt;high-fat foods&lt;br&gt;
acidic foods&lt;br&gt;
spicy meals&lt;br&gt;
large portions&lt;/p&gt;

&lt;p&gt;But identifying personal triggers requires consistent tracking over time.&lt;/p&gt;

&lt;p&gt;MetricSync lowers the effort required to do that.&lt;/p&gt;

&lt;p&gt;How it works&lt;br&gt;
Take a picture of your meal&lt;br&gt;
AI analyzes the food&lt;br&gt;
Get nutrition data instantly&lt;/p&gt;

&lt;p&gt;Over time, this helps you:&lt;/p&gt;

&lt;p&gt;recognize patterns&lt;br&gt;
connect meals with symptoms&lt;br&gt;
make more informed food choices&lt;br&gt;
Key benefit&lt;/p&gt;

&lt;p&gt;The main advantage is reduced friction.&lt;/p&gt;

&lt;p&gt;No:&lt;/p&gt;

&lt;p&gt;manual food searches&lt;br&gt;
repetitive logging&lt;br&gt;
complex tracking systems&lt;br&gt;
Important note&lt;/p&gt;

&lt;p&gt;This is a support tool, not a medical diagnostic system.&lt;/p&gt;

&lt;p&gt;It should not replace:&lt;/p&gt;

&lt;p&gt;professional medical advice&lt;br&gt;
prescribed treatment plans&lt;br&gt;
Pricing&lt;br&gt;
Free for 3 days&lt;br&gt;
Then $5/month&lt;br&gt;
Try it&lt;/p&gt;

&lt;p&gt;&lt;a href="https://metricsync.download/gerd" rel="noopener noreferrer"&gt;https://metricsync.download/gerd&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Summary&lt;/p&gt;

&lt;p&gt;For GERD, identifying triggers is critical.&lt;/p&gt;

&lt;p&gt;Making food tracking easier increases the likelihood of staying consistent.&lt;/p&gt;

</description>
    </item>
    <item>
      <title>MetricSync for Diabetes — using AI to make food tracking actually usable</title>
      <dc:creator>JackAltman</dc:creator>
      <pubDate>Sun, 22 Mar 2026 19:28:23 +0000</pubDate>
      <link>https://dev.to/jack__altman__/metricsync-for-diabetes-using-ai-to-make-food-tracking-actually-usable-aca</link>
      <guid>https://dev.to/jack__altman__/metricsync-for-diabetes-using-ai-to-make-food-tracking-actually-usable-aca</guid>
      <description>&lt;p&gt;Managing diabetes isn’t just about medication — it’s about daily decisions.&lt;/p&gt;

&lt;p&gt;And one of the hardest parts is food.&lt;/p&gt;

&lt;p&gt;What did I just eat?&lt;br&gt;
How many carbs was that?&lt;br&gt;
Is this going to spike my blood sugar?&lt;/p&gt;

&lt;p&gt;Most tools expect manual logging, which is slow and often inaccurate.&lt;/p&gt;

&lt;p&gt;What is MetricSync for Diabetes?&lt;/p&gt;

&lt;p&gt;MetricSync is an AI-powered food tracking tool designed to make nutrition tracking faster and more practical.&lt;/p&gt;

&lt;p&gt;Instead of typing meals, you:&lt;/p&gt;

&lt;p&gt;take a photo&lt;br&gt;
let AI identify the food&lt;br&gt;
instantly get estimated nutrition data&lt;/p&gt;

&lt;p&gt;This includes:&lt;/p&gt;

&lt;p&gt;carbohydrates&lt;br&gt;
calories&lt;br&gt;
macros&lt;br&gt;
Why this matters for diabetes&lt;/p&gt;

&lt;p&gt;Carb awareness is critical.&lt;/p&gt;

&lt;p&gt;But manually logging every meal creates friction — and that friction leads to inconsistency.&lt;/p&gt;

&lt;p&gt;MetricSync reduces that friction by removing the need to:&lt;/p&gt;

&lt;p&gt;search food databases&lt;br&gt;
estimate portions manually&lt;br&gt;
log everything by hand&lt;br&gt;
How it works&lt;br&gt;
Take a picture of your meal&lt;br&gt;
AI analyzes the food&lt;br&gt;
Get instant estimates for carbs and nutrition&lt;/p&gt;

&lt;p&gt;This can help with:&lt;/p&gt;

&lt;p&gt;quicker decision-making&lt;br&gt;
better awareness of intake&lt;br&gt;
more consistent tracking&lt;br&gt;
Important note&lt;/p&gt;

&lt;p&gt;This is a support tool, not a medical device.&lt;/p&gt;

&lt;p&gt;It does not replace:&lt;/p&gt;

&lt;p&gt;professional medical advice&lt;br&gt;
glucose monitoring devices&lt;br&gt;
prescribed treatment plans&lt;br&gt;
Pricing&lt;br&gt;
Free for 3 days&lt;br&gt;
Then $5/month&lt;br&gt;
Try it&lt;/p&gt;

&lt;p&gt;&lt;a href="https://metricsync.download/diabetic" rel="noopener noreferrer"&gt;https://metricsync.download/diabetic&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Summary&lt;/p&gt;

&lt;p&gt;For diabetes management, consistency matters more than perfection.&lt;/p&gt;

&lt;p&gt;Reducing friction in food tracking makes consistency more achievable.&lt;/p&gt;

</description>
    </item>
    <item>
      <title>MetricSync — AI-powered nutrition tracking without manual logging</title>
      <dc:creator>JackAltman</dc:creator>
      <pubDate>Sun, 22 Mar 2026 19:27:46 +0000</pubDate>
      <link>https://dev.to/jack__altman__/metricsync-ai-powered-nutrition-tracking-without-manual-logging-1gg3</link>
      <guid>https://dev.to/jack__altman__/metricsync-ai-powered-nutrition-tracking-without-manual-logging-1gg3</guid>
      <description>&lt;p&gt;Tracking calories is annoying.&lt;/p&gt;

&lt;p&gt;Typing in every meal, guessing portions, searching databases — most people quit because it’s too much friction.&lt;/p&gt;

&lt;p&gt;MetricSync approaches this differently.&lt;/p&gt;

&lt;p&gt;What is MetricSync?&lt;/p&gt;

&lt;p&gt;MetricSync is an AI-powered nutrition tracker that lets you log food by simply taking a photo.&lt;/p&gt;

&lt;p&gt;Instead of manual input, it uses AI to:&lt;/p&gt;

&lt;p&gt;recognize food from images&lt;br&gt;
estimate portion sizes&lt;br&gt;
calculate calories and macros&lt;/p&gt;

&lt;p&gt;No searching. No typing.&lt;/p&gt;

&lt;p&gt;How it works&lt;br&gt;
Take a photo of your meal&lt;br&gt;
The AI identifies the foods&lt;br&gt;
You instantly get:&lt;br&gt;
calories&lt;br&gt;
protein&lt;br&gt;
carbs&lt;br&gt;
fats&lt;/p&gt;

&lt;p&gt;It works with:&lt;/p&gt;

&lt;p&gt;homemade meals&lt;br&gt;
restaurant food&lt;br&gt;
meal prep&lt;br&gt;
Why this is useful&lt;/p&gt;

&lt;p&gt;Most calorie tracking apps rely on manual entry.&lt;/p&gt;

&lt;p&gt;MetricSync removes that step entirely.&lt;/p&gt;

&lt;p&gt;That matters because consistency is the hardest part of nutrition tracking — and reducing friction makes it easier to stick with.&lt;/p&gt;

&lt;p&gt;Additional use cases&lt;/p&gt;

&lt;p&gt;MetricSync isn’t just for general fitness.&lt;/p&gt;

&lt;p&gt;It can also help with:&lt;/p&gt;

&lt;p&gt;weight management&lt;br&gt;
macro tracking&lt;br&gt;
diabetes-related tracking and decision support ()&lt;br&gt;
Pricing&lt;br&gt;
Free for 3 days&lt;br&gt;
Then $5/month&lt;br&gt;
Try it&lt;/p&gt;

&lt;p&gt;&lt;a href="https://metricsync.download" rel="noopener noreferrer"&gt;https://metricsync.download&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Summary&lt;/p&gt;

&lt;p&gt;Most nutrition apps optimize for data input.&lt;/p&gt;

&lt;p&gt;MetricSync optimizes for speed and simplicity using AI.&lt;/p&gt;

</description>
    </item>
    <item>
      <title>I launched a tiny macOS tool yesterday and woke up to 100+ installs</title>
      <dc:creator>JackAltman</dc:creator>
      <pubDate>Wed, 04 Mar 2026 06:00:05 +0000</pubDate>
      <link>https://dev.to/jack__altman__/i-launched-a-tiny-macos-tool-yesterday-and-woke-up-to-100-installs-280i</link>
      <guid>https://dev.to/jack__altman__/i-launched-a-tiny-macos-tool-yesterday-and-woke-up-to-100-installs-280i</guid>
      <description>&lt;p&gt;Yesterday I shared a small tool I was working on with friends called TokenBar and the response honestly surprised me.&lt;/p&gt;

&lt;p&gt;When I started building it, the goal was simple.&lt;/p&gt;

&lt;p&gt;While working with the OpenAI and Claude APIs I kept running into the same problem during development: token usage is basically invisible while you're actually coding.&lt;/p&gt;

&lt;p&gt;You run prompts.&lt;br&gt;
You test agents.&lt;br&gt;
You debug requests.&lt;/p&gt;

&lt;p&gt;Everything works… but you have no quick way to see how many tokens you're burning until you check dashboards later.&lt;/p&gt;

&lt;p&gt;After accidentally burning more tokens than expected during prompt experiments a few times, I wanted something extremely simple: a small indicator that shows token usage live while I'm developing.&lt;/p&gt;

&lt;p&gt;So I built TokenBar, a macOS menu bar utility that shows token usage in real time when working with LLM APIs.&lt;/p&gt;

&lt;p&gt;The idea is basically to treat token usage like a system metric — something you can glance at while you're coding.&lt;/p&gt;

&lt;p&gt;No dashboards.&lt;br&gt;
No heavy analytics tools.&lt;br&gt;
Just a small counter sitting in the menu bar.&lt;/p&gt;

&lt;p&gt;I shared it yesterday and ended up getting 100+ installs in the first day, which I definitely didn't expect.&lt;/p&gt;

&lt;p&gt;A few developers have already said it's been useful for:&lt;/p&gt;

&lt;p&gt;• prompt experimentation&lt;br&gt;
• debugging LLM agents&lt;br&gt;
• keeping an eye on token costs while coding&lt;/p&gt;

&lt;p&gt;Still early, but it's been really interesting seeing how people are using it.&lt;/p&gt;

&lt;p&gt;If anyone here builds with LLM APIs and wants to check it out:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://tokenbar.site" rel="noopener noreferrer"&gt;https://tokenbar.site&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Would also love feedback or ideas for improving it.&lt;/p&gt;

</description>
      <category>ai</category>
      <category>news</category>
      <category>llm</category>
      <category>development</category>
    </item>
    <item>
      <title>I accidentally burned $27 in LLM tokens during a single debugging session</title>
      <dc:creator>JackAltman</dc:creator>
      <pubDate>Wed, 04 Mar 2026 00:01:42 +0000</pubDate>
      <link>https://dev.to/jack__altman__/i-accidentally-burned-27-in-llm-tokens-during-a-single-debugging-session-1kn1</link>
      <guid>https://dev.to/jack__altman__/i-accidentally-burned-27-in-llm-tokens-during-a-single-debugging-session-1kn1</guid>
      <description>&lt;p&gt;I was debugging an LLM tool a few weeks ago and something weird happened.&lt;/p&gt;

&lt;p&gt;Nothing broke.&lt;br&gt;
No errors.&lt;br&gt;
Responses looked normal.&lt;/p&gt;

&lt;p&gt;But when I checked usage later, I had burned $27 in tokens during what I thought was a quick debugging session.&lt;/p&gt;

&lt;p&gt;The reason was simple: I had no visibility into token usage while I was actually developing.&lt;/p&gt;

&lt;p&gt;The typical workflow with LLM APIs looks like this:&lt;/p&gt;

&lt;p&gt;write prompt&lt;br&gt;
run request&lt;br&gt;
check response&lt;br&gt;
repeat&lt;/p&gt;

&lt;p&gt;But token usage is basically invisible in that loop.&lt;/p&gt;

&lt;p&gt;You usually only see it:&lt;/p&gt;

&lt;p&gt;• later in dashboards&lt;br&gt;
• inside logs&lt;br&gt;
• after the fact in billing&lt;/p&gt;

&lt;p&gt;Which means when you're experimenting, it’s very easy to burn tokens without realizing it.&lt;/p&gt;

&lt;p&gt;Especially when you’re:&lt;/p&gt;

&lt;p&gt;• testing prompts&lt;br&gt;
• looping requests&lt;br&gt;
• running agents&lt;br&gt;
• debugging API calls&lt;/p&gt;

&lt;p&gt;After running into this a few times I wanted something extremely simple:&lt;/p&gt;

&lt;p&gt;a live token counter while I'm coding.&lt;/p&gt;

&lt;p&gt;Something like how your Mac shows CPU usage or battery percentage.&lt;/p&gt;

&lt;p&gt;So I built a small macOS menu bar tool that shows token usage in real time while you're working with OpenAI or Claude APIs.&lt;/p&gt;

&lt;p&gt;No dashboards.&lt;br&gt;
No analytics platform.&lt;br&gt;
Just a small number in the menu bar showing how many tokens are being used.&lt;/p&gt;

&lt;p&gt;It ended up being way more useful than I expected, especially during prompt experiments.&lt;/p&gt;

&lt;p&gt;If anyone here builds with LLM APIs and has had similar “wait how many tokens did that use?” moments, you can check it out here:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://tokenbar.site" rel="noopener noreferrer"&gt;https://tokenbar.site&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Also curious how other people monitor token usage during development. Logs? Custom tooling? Something else?&lt;/p&gt;

</description>
      <category>ai</category>
      <category>llm</category>
      <category>productivity</category>
      <category>performance</category>
    </item>
  </channel>
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