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    <title>Forem: Joshua Solomon</title>
    <description>The latest articles on Forem by Joshua Solomon (@joshua_solomon_ed05d6cb51).</description>
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      <title>From Fault Codes to Smart Fixes: How Google Cloud NEXT ’26 Inspired My AI Mechanic Assistant</title>
      <dc:creator>Joshua Solomon</dc:creator>
      <pubDate>Wed, 29 Apr 2026 08:45:21 +0000</pubDate>
      <link>https://forem.com/joshua_solomon_ed05d6cb51/from-fault-codes-to-smart-fixes-how-google-cloud-next-26-inspired-my-ai-mechanic-assistant-120d</link>
      <guid>https://forem.com/joshua_solomon_ed05d6cb51/from-fault-codes-to-smart-fixes-how-google-cloud-next-26-inspired-my-ai-mechanic-assistant-120d</guid>
      <description>&lt;p&gt;&amp;lt; This is a submission for the Google Cloud NEXT Writing Challenge. &amp;gt;&lt;/p&gt;




&lt;h1&gt;
  
  
  🚗 From Mechanic to Builder
&lt;/h1&gt;

&lt;p&gt;I’m an auto technician.&lt;/p&gt;

&lt;p&gt;Every day, I scan cars, read fault codes, and diagnose problems manually.&lt;/p&gt;

&lt;p&gt;But here’s the issue:&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;Fault codes don’t fix cars — understanding does.&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;That’s why I started building &lt;strong&gt;AutoClaw&lt;/strong&gt; — a lightweight diagnostic tool to help mechanics and car owners understand problems faster.&lt;/p&gt;




&lt;h1&gt;
  
  
  🔍 What Stood Out at Google Cloud NEXT ’26
&lt;/h1&gt;

&lt;p&gt;One clear message:&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;&lt;strong&gt;AI is no longer optional — it’s becoming the interface for everything.&lt;/strong&gt;&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;What excited me most wasn’t just AI itself — it was how Google Cloud is making it:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Accessible
&lt;/li&gt;
&lt;li&gt;Scalable
&lt;/li&gt;
&lt;li&gt;Useful in real-world workflows
&lt;/li&gt;
&lt;/ul&gt;




&lt;p&gt;💡 The Idea: AutoClaw + AI&lt;/p&gt;

&lt;p&gt;Instead of this:&lt;/p&gt;

&lt;p&gt;❌ “P0300 – Random Misfire Detected”&lt;/p&gt;

&lt;p&gt;We move to this:&lt;/p&gt;

&lt;p&gt;✅ “Your engine is misfiring. Likely causes: spark plugs, fuel injectors, or ignition coil. Start by checking plugs.”&lt;/p&gt;




&lt;p&gt;🖼️ App Preview (AutoClaw)&lt;/p&gt;

&lt;h1&gt;
  
  
  🔎 Fault Code Search Interface
&lt;/h1&gt;

&lt;h2&gt;
  
  
  &lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F0n2hr3silva7d40sl099.png" alt=" " width="800" height="533"&gt;
&lt;/h2&gt;

&lt;h1&gt;
  
  
  🤖 AI Diagnosis Assistant
&lt;/h1&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fs7k0evbws6x02v1ndr9u.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fs7k0evbws6x02v1ndr9u.png" alt=" " width="800" height="533"&gt;&lt;/a&gt;&lt;/p&gt;




&lt;h1&gt;
  
  
  📊 Fault Code Results
&lt;/h1&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fhjadxh96yusldeolj350.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fhjadxh96yusldeolj350.png" alt=" " width="800" height="533"&gt;&lt;/a&gt;&lt;/p&gt;




&lt;h1&gt;
  
  
  🛠️ How Google Cloud Makes This Possible
&lt;/h1&gt;

&lt;p&gt;With the direction shown at NEXT ’26, AutoClaw can evolve using:&lt;/p&gt;

&lt;h1&gt;
  
  
  ☁️ Cloud Infrastructure
&lt;/h1&gt;

&lt;ul&gt;
&lt;li&gt;Store thousands of fault codes&lt;/li&gt;
&lt;li&gt;Fast, scalable access&lt;/li&gt;
&lt;/ul&gt;

&lt;h1&gt;
  
  
  🤖 AI Integration
&lt;/h1&gt;

&lt;ul&gt;
&lt;li&gt;Turn codes into explanations&lt;/li&gt;
&lt;li&gt;Suggest fixes instantly&lt;/li&gt;
&lt;li&gt;Learn from real-world cases&lt;/li&gt;
&lt;/ul&gt;

&lt;h1&gt;
  
  
  ⚡ Real-Time Assistance
&lt;/h1&gt;

&lt;ul&gt;
&lt;li&gt;Mechanics get answers instantly&lt;/li&gt;
&lt;li&gt;No more guessing or delays&lt;/li&gt;
&lt;/ul&gt;




&lt;h1&gt;
  
  
  🔥 What I Actually Built
&lt;/h1&gt;

&lt;p&gt;Right now, AutoClaw includes:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;🔎 Fault code search
&lt;/li&gt;
&lt;li&gt;📁 Growing database (hundreds → thousands)
&lt;/li&gt;
&lt;li&gt;⚡ Fast lightweight UI
&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Next step (inspired by NEXT ’26):&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;Add a &lt;strong&gt;real AI diagnosis assistant&lt;/strong&gt;&lt;/p&gt;
&lt;/blockquote&gt;




&lt;h1&gt;
  
  
  ⚖️ Honest Thoughts
&lt;/h1&gt;

&lt;p&gt;Google Cloud is powerful — but:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;💸 Pricing can be tough for indie devs
&lt;/li&gt;
&lt;li&gt;🌍 Internet dependency is a real limitation
&lt;/li&gt;
&lt;li&gt;📚 Learning curve still exists
&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;If these improve, more builders from places like Africa will rise fast.&lt;/p&gt;




&lt;h1&gt;
  
  
  🌍 Why This Matters
&lt;/h1&gt;

&lt;p&gt;This isn’t just about cloud updates.&lt;/p&gt;

&lt;p&gt;It’s about &lt;strong&gt;who gets to build the future&lt;/strong&gt;.&lt;/p&gt;

&lt;p&gt;Before:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;You needed a team&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Now:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;One person + AI = real product&lt;/li&gt;
&lt;/ul&gt;




&lt;h1&gt;
  
  
  🚀 What’s Next for AutoClaw
&lt;/h1&gt;

&lt;ul&gt;
&lt;li&gt;✅ AI-powered diagnostics
&lt;/li&gt;
&lt;li&gt;✅ Mobile-friendly experience
&lt;/li&gt;
&lt;li&gt;✅ Real mechanic workflows
&lt;/li&gt;
&lt;li&gt;✅ Booking system for repairs
&lt;/li&gt;
&lt;/ul&gt;




&lt;h1&gt;
  
  
  💭 Final Thought
&lt;/h1&gt;

&lt;blockquote&gt;
&lt;p&gt;The tools are getting smarter.&lt;br&gt;&lt;br&gt;
Now it’s time we build smarter solutions.&lt;/p&gt;
&lt;/blockquote&gt;




&lt;h1&gt;
  
  
  🙌 Thanks for reading
&lt;/h1&gt;

&lt;p&gt;If you're building something similar or want to collaborate, let’s connect.&lt;/p&gt;

</description>
      <category>devchallenge</category>
      <category>cloudnextchallenge</category>
      <category>googlecloud</category>
      <category>ai</category>
    </item>
    <item>
      <title>AutoClaw: Smart Diagnostics. Real Fixes.</title>
      <dc:creator>Joshua Solomon</dc:creator>
      <pubDate>Sun, 26 Apr 2026 16:26:27 +0000</pubDate>
      <link>https://forem.com/joshua_solomon_ed05d6cb51/autoclaw-scanner-assistant-3jj</link>
      <guid>https://forem.com/joshua_solomon_ed05d6cb51/autoclaw-scanner-assistant-3jj</guid>
      <description>&lt;p&gt;&lt;em&gt;This is a submission for the &lt;a href="https://dev.to/challenges/openclaw-2026-04-16"&gt;OpenClaw Challenge&lt;/a&gt;.&lt;/em&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  What I Built
&lt;/h2&gt;

&lt;p&gt;I built a Smart Auto Diagnostic Assistant designed for mechanics and car owners who struggle to understand vehicle fault codes.&lt;br&gt;
As an auto mechanic, I noticed that many people:&lt;br&gt;
Don’t understand OBD fault codes (P-codes)&lt;br&gt;
Depend heavily on mechanics for simple diagnostics&lt;br&gt;
Waste time searching for solutions manually&lt;br&gt;
This tool solves that by allowing users to:&lt;br&gt;
Search and decode 3000+ car fault codes instantly&lt;br&gt;
Get simple explanations (not complex grammar)&lt;br&gt;
See possible causes and fixes&lt;br&gt;
Get repair suggestions like a real mechanic&lt;br&gt;
The goal is to make car diagnostics faster, smarter, and accessible to everyone, even without deep mechanical knowledge.&lt;/p&gt;

&lt;h2&gt;
  
  
  How I Used OpenClaw
&lt;/h2&gt;

&lt;p&gt;I used OpenClaw to power the intelligence behind the system:&lt;br&gt;
🔍 Code Interpretation Engine&lt;br&gt;
OpenClaw helps translate raw OBD codes (like P0171) into human-friendly explanations.&lt;br&gt;
🧠 AI Repair Suggestions&lt;br&gt;
It suggests possible causes and step-by-step fixes based on real mechanic knowledge.&lt;br&gt;
⚡ Auto-Suggestion Search (like Google)&lt;br&gt;
As users type fault codes, OpenClaw helps predict and complete searches instantly.&lt;br&gt;
🔗 Dynamic Knowledge Integration&lt;br&gt;
I connected it to a growing database of:&lt;br&gt;
Engine codes&lt;br&gt;
Transmission codes&lt;br&gt;
ABS codes&lt;br&gt;
Manufacturer-specific codes&lt;br&gt;
📱 User-Friendly Experience&lt;br&gt;
Built like a lightweight mobile app so mechanics can use it easily at the workshop.&lt;/p&gt;

&lt;h2&gt;
  
  
  Demo
&lt;/h2&gt;

&lt;p&gt;&amp;lt; Here’s how the system works.&amp;gt;&lt;/p&gt;


&lt;div&gt;
    &lt;iframe src="https://www.youtube.com/embed/v9BCaNox2mM"&gt;
    &lt;/iframe&gt;
  &lt;/div&gt;
&lt;br&gt;
&lt;a href="https://dev-to-uploads.s3.amazonaws.com/uploads/articles/cy42v731nssqvidkrzr9.jpeg" rel="noopener noreferrer"&gt;Image description&lt;/a&gt;&lt;br&gt;
&lt;a href="https://dev-to-uploads.s3.amazonaws.com/uploads/articles/2yvlfc25lov12b8f5g7k.jpeg" rel="noopener noreferrer"&gt;Image description&lt;/a&gt;&lt;br&gt;
&lt;a href="https://dev-to-uploads.s3.amazonaws.com/uploads/articles/1s0fj80c9b7z2oi5wcad.jpeg" rel="noopener noreferrer"&gt;Image description&lt;/a&gt;&lt;br&gt;
&lt;a href="https://dev-to-uploads.s3.amazonaws.com/uploads/articles/fe8i3e1v35b01bv0dr9c.jpeg" rel="noopener noreferrer"&gt;Image description&lt;/a&gt;&lt;br&gt;
&lt;a href="https://dev-to-uploads.s3.amazonaws.com/uploads/articles/3oz012vrulwd47xfr3f1.jpeg" rel="noopener noreferrer"&gt;Image description&lt;/a&gt;&lt;br&gt;
&lt;a href="https://dev-to-uploads.s3.amazonaws.com/uploads/articles/a0ptoxwoyoesnvlvsv7b.jpeg" rel="noopener noreferrer"&gt;Image description&lt;/a&gt;

&lt;h2&gt;
  
  
  What I Learned
&lt;/h2&gt;

&lt;p&gt;&amp;lt; Real-world problems make the best tech solutions&lt;br&gt;
AI tools like OpenClaw can simplify complex mechanical knowledge&lt;br&gt;
Building for your own profession gives you a big advantage&lt;br&gt;
Users prefer simple explanations, not technical overload&lt;br&gt;
One challenge I faced was organizing large fault code data, but solving it helped me build a scalable system.&amp;gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  ClawCon Michigan
&lt;/h2&gt;

&lt;p&gt;I did not attend ClawCon Michigan, but I followed the challenge closely and built a solution based on real-world needs in the auto repair industry.&lt;/p&gt;

</description>
      <category>ai</category>
      <category>programming</category>
      <category>openclawchallenge</category>
      <category>webdev</category>
    </item>
    <item>
      <title>real-life impact</title>
      <dc:creator>Joshua Solomon</dc:creator>
      <pubDate>Mon, 06 Apr 2026 17:32:56 +0000</pubDate>
      <link>https://forem.com/joshua_solomon_ed05d6cb51/real-life-impact-3j1</link>
      <guid>https://forem.com/joshua_solomon_ed05d6cb51/real-life-impact-3j1</guid>
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  &lt;a href="https://dev.to/joshua_solomon_ed05d6cb51/smart-mechanic-ai-workflow-system-1fm6" class="crayons-story__hidden-navigation-link"&gt;Smart Mechanic AI Workflow System&lt;/a&gt;


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&lt;/a&gt;
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</description>
    </item>
    <item>
      <title>Smart Mechanic AI Workflow System</title>
      <dc:creator>Joshua Solomon</dc:creator>
      <pubDate>Sat, 28 Mar 2026 10:09:10 +0000</pubDate>
      <link>https://forem.com/joshua_solomon_ed05d6cb51/smart-mechanic-ai-workflow-system-1fm6</link>
      <guid>https://forem.com/joshua_solomon_ed05d6cb51/smart-mechanic-ai-workflow-system-1fm6</guid>
      <description>&lt;p&gt;&lt;em&gt;This is a submission for the &lt;a href="https://dev.to/challenges/notion-2026-03-04"&gt;Notion MCP Challenge&lt;/a&gt;&lt;/em&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  What I Built
&lt;/h2&gt;

&lt;p&gt;&amp;lt; I built a Smart Mechanic AI Workflow System using Notion to help mechanics manage their daily workshop operations more efficiently.&lt;br&gt;
This system is designed for real-world use, especially for local mechanics who struggle with tracking jobs, pricing services correctly, and managing customers.&lt;br&gt;
The workflow includes:&lt;br&gt;
A Customer Job Tracker to log car issues, services, and payment status&lt;br&gt;
A Daily Earnings Dashboard to monitor income and growth&lt;br&gt;
A Smart Pricing Assistant to guide mechanics on how much to charge&lt;br&gt;
An AI-powered Diagnosis Helper that suggests possible faults based on symptoms&lt;br&gt;
This solution helps mechanics move from manual, unorganized work to a structured and professional system.&amp;gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  Video Demo
&lt;/h2&gt;

&lt;p&gt;&amp;lt; In my demo video, I walk through:&lt;br&gt;
How I log a new customer and their car issue&lt;br&gt;
How the system tracks job progress and payment&lt;br&gt;
How I use AI prompts inside Notion to assist diagnosis and pricing&lt;br&gt;
How I track my daily income and performance&lt;br&gt;
The video shows how this system can improve efficiency and increase earnings for mechanics.&amp;gt;&lt;/p&gt;

&lt;p&gt;Watch my real-life car diagnostic process here:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://youtube.com/shorts/xOXmXyvG6Ig?feature=share" rel="noopener noreferrer"&gt;https://youtube.com/shorts/xOXmXyvG6Ig?feature=share&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;This video proves that my solution is already being used in real-life scenarios, making it practical, scalable, and impactful.&lt;br&gt;
&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fpjczz1pt2fnulv52fw3d.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fpjczz1pt2fnulv52fw3d.png" alt=" " width="750" height="1334"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  Show us the code
&lt;/h2&gt;

&lt;p&gt;&amp;lt; This project is built using Notion, so there is no traditional code repository.&lt;br&gt;
However, the structure includes:&lt;br&gt;
Notion databases (tables) for jobs, customers, and earnings&lt;br&gt;
Pre-written AI prompts for diagnosis and pricing&lt;br&gt;
A clean, easy-to-use interface for daily workflow.&amp;gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  How I Used Notion MCP
&lt;/h2&gt;

&lt;p&gt;&amp;lt; I used Notion as a central system to organize and manage all workshop activities.&lt;br&gt;
With AI-assisted workflows, this system acts like a “human-in-the-loop” assistant by:&lt;br&gt;
Helping make better decisions on pricing and repairs&lt;br&gt;
Reducing guesswork in diagnosing vehicle problems&lt;br&gt;
Keeping all records in one place for easy access and tracking&lt;br&gt;
This unlocks a smarter way of working where mechanics can focus more on fixing cars while the system helps manage information and decisions.&amp;gt;&lt;/p&gt;

&lt;p&gt;Why This Matters.&lt;/p&gt;

&lt;p&gt;Many skilled workers in developing environments lack digital tools to grow their business.&lt;br&gt;
This project bridges that gap by combining real-world mechanical work with AI-powered organization, helping small business owners scale their operations and income.&lt;/p&gt;

&lt;p&gt;I plan to expand this project by using Notion MCP tools to create a structured system where mechanics can log diagnostic reports, track vehicle history, and manage repairs more efficiently.&lt;br&gt;
This can grow into a digital platform that helps mechanics across Nigeria and Africa improve their workflow and service delivery.&lt;/p&gt;

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