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    <title>Forem: Tokyo Dal</title>
    <description>The latest articles on Forem by Tokyo Dal (@tokyodal).</description>
    <link>https://forem.com/tokyodal</link>
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      <title>Forem: Tokyo Dal</title>
      <link>https://forem.com/tokyodal</link>
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    <item>
      <title>Dyad: A Local-First AI App Builder That Puts You in Control</title>
      <dc:creator>Tokyo Dal</dc:creator>
      <pubDate>Sun, 03 Aug 2025 15:00:43 +0000</pubDate>
      <link>https://forem.com/aifordevelopers/dyad-a-local-first-ai-app-builder-that-puts-you-in-control-16jc</link>
      <guid>https://forem.com/aifordevelopers/dyad-a-local-first-ai-app-builder-that-puts-you-in-control-16jc</guid>
      <description>&lt;p&gt;There's been a quiet shift happening in the AI tools ecosystem---one that's easy to miss if you only look at what's trending on &lt;strong&gt;&lt;a href="https://producthunt.com/" rel="noopener noreferrer"&gt;Product Hunt&lt;/a&gt;&lt;/strong&gt; or &lt;strong&gt;X&lt;/strong&gt;.&lt;/p&gt;

&lt;p&gt;While most new AI builders are racing toward cloud-based convenience, subscription lock-in, and cookie-cutter templates, a tool called &lt;strong&gt;&lt;a href="https://aifordevelopers.org/tool/dyad" rel="noopener noreferrer"&gt;Dyad&lt;/a&gt;&lt;/strong&gt; is carving out a different path:&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;&lt;strong&gt;Build AI-powered apps on your own machine, with your own models, and export every line of code.&lt;/strong&gt;&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;That's the promise of Dyad. And after trying it, I think it delivers---especially for developers who care about flexibility, privacy, and code ownership.&lt;/p&gt;




&lt;h2&gt;
  
  
  🚀 What is Dyad?
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://aifordevelopers.org/tool/dyad" rel="noopener noreferrer"&gt;Dyad &lt;/a&gt;is a &lt;strong&gt;local-first, open-source AI app builder&lt;/strong&gt; that runs entirely on your desktop (macOS and Windows). You download it, launch it, and start building full-stack apps with natural language prompts---without ever creating an account or sending your data to a remote server.&lt;/p&gt;

&lt;p&gt;It supports all the usual suspects---&lt;strong&gt;GPT-4&lt;/strong&gt;, &lt;strong&gt;Claude&lt;/strong&gt;, &lt;strong&gt;Gemini&lt;/strong&gt;, and even &lt;strong&gt;local LLMs via Ollama&lt;/strong&gt;---and lets you mix and match API keys to suit your needs.&lt;/p&gt;

&lt;p&gt;Think of it as part VS Code, part Figma, part Copilot---but with none of the lock-in and all of the control.&lt;/p&gt;

&lt;p&gt;👉 Try it here:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://www.dyad.sh" rel="noopener noreferrer"&gt;https://www.dyad.sh&lt;/a&gt;&lt;/p&gt;




&lt;h2&gt;
  
  
  🧠 How It Works
&lt;/h2&gt;

&lt;p&gt;Dyad uses an AI-first editing interface that feels like you're talking to your IDE. You describe what you want (a form, a database, a chatbot, etc.), and Dyad generates the code and UI structure in real time. But you're never stuck with what it gives you---you can refine, re-edit, and export everything at any point.&lt;/p&gt;

&lt;p&gt;Under the hood:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Frontend&lt;/strong&gt;: Built with React (you can export and own it)&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Backend&lt;/strong&gt;: Serverless-style functions, Supabase-ready&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;AI integration&lt;/strong&gt;: Plug in OpenAI, Anthropic, Google, or local models&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Code export&lt;/strong&gt;: No lock-in. Build locally, deploy wherever.&lt;/p&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;It's like a co-pilot for solo developers that respects your autonomy.&lt;/p&gt;




&lt;h2&gt;
  
  
  🧩 Why It Matters
&lt;/h2&gt;

&lt;p&gt;Most AI app builders (looking at you, &lt;strong&gt;&lt;a href="https://aifordevelopers.org/tool/v0-dev" rel="noopener noreferrer"&gt;v0.dev&lt;/a&gt;&lt;/strong&gt;, &lt;strong&gt;&lt;a href="https://aifordevelopers.org/tool/lovable" rel="noopener noreferrer"&gt;Lovable&lt;/a&gt;&lt;/strong&gt;, and &lt;strong&gt;&lt;a href="https://aifordevelopers.org/tool/bolt.new" rel="noopener noreferrer"&gt;bolt.new&lt;/a&gt;&lt;/strong&gt;) offer fast prototyping---but at the cost of control. They're web-based, proprietary, and often trap your logic behind their own APIs or templates.&lt;/p&gt;

&lt;p&gt;Dyad flips the script:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;&lt;p&gt;You don't need to sign up.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;You don't need to host anything with them.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;You don't even need an internet connection (if using local models).&lt;/p&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;This isn't just about privacy---it's about &lt;strong&gt;software freedom&lt;/strong&gt;. You own the process and the output.&lt;/p&gt;




&lt;h2&gt;
  
  
  🧪 Use Cases
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;&lt;p&gt;Build AI assistants or agents with full transparency&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Create internal tools that don't leak sensitive data&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Prototype MVPs with AI logic and ship them independently&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Test local vs cloud model performance side-by-side&lt;/p&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;The ability to switch between Claude, GPT-4, and even LLaMA or Mistral (locally!) makes it a fantastic testing ground for prompt engineers and AI devs.&lt;/p&gt;




&lt;h2&gt;
  
  
  💸 Pricing
&lt;/h2&gt;

&lt;p&gt;Surprisingly generous:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Free&lt;/strong&gt;: Unlimited local apps, bring-your-own API keys, full code export&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Pro ($30/mo)&lt;/strong&gt;: Adds AI credits, smarter AI editing features, and access to Dyad Academy&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Max ($79/mo)&lt;/strong&gt;: Built for heavy users---higher app limits and usage credits&lt;/p&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Unlike others, &lt;strong&gt;you can actually build something real on the free tier&lt;/strong&gt;.&lt;/p&gt;




&lt;h2&gt;
  
  
  🧪 TL;DR --- Should You Try It?
&lt;/h2&gt;

&lt;p&gt;If you're a developer who:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;&lt;p&gt;Hates being locked into a platform&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Likes building apps from scratch but hates boilerplate&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Wants to experiment with local and cloud LLMs side-by-side&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Wants real code that you can export and deploy&lt;/p&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Then &lt;strong&gt;yes&lt;/strong&gt;---you should definitely give Dyad a spin.&lt;/p&gt;

&lt;p&gt;It's one of the rare AI tools that actually respects the developer in the loop.&lt;/p&gt;




&lt;p&gt;&lt;strong&gt;&lt;a href="https://aifordevelopers.org/" rel="noopener noreferrer"&gt;AI For Developers&lt;/a&gt;&lt;/strong&gt; is your go-to curated list of the best AI DevTools, sourced from &lt;strong&gt;&lt;a href="https://github.com/ai-for-developers/awesome-ai-coding-tools" rel="noopener noreferrer"&gt;Awesome AI Coding Tools&lt;/a&gt;&lt;/strong&gt;. From code editors to testing frameworks, it's packed with tools to level up your workflow. Follow us on &lt;strong&gt;&lt;em&gt;&lt;a href="https://x.com/ai4developers" rel="noopener noreferrer"&gt;X&lt;/a&gt;&lt;/em&gt;&lt;/strong&gt;, &lt;strong&gt;&lt;em&gt;&lt;a href="https://aifordevelopers.substack.com/" rel="noopener noreferrer"&gt;Substack&lt;/a&gt;&lt;/em&gt;&lt;/strong&gt;, &lt;strong&gt;&lt;em&gt;&lt;a href="https://linkedin.com/company/aifordevelopers-org" rel="noopener noreferrer"&gt;LinkedIn&lt;/a&gt;&lt;/em&gt;&lt;/strong&gt;, and &lt;strong&gt;&lt;em&gt;&lt;a href="https://github.com/ai-for-developers" rel="noopener noreferrer"&gt;GitHub &lt;/a&gt;&lt;/em&gt;&lt;/strong&gt;to stay in the loop on the latest AI-powered dev tools and tricks.&lt;/p&gt;

</description>
      <category>ai</category>
      <category>appbuilders</category>
      <category>dyad</category>
      <category>development</category>
    </item>
    <item>
      <title>How I Set Up Qwen3-Coder with Claude Code (and Why You Should Too)</title>
      <dc:creator>Tokyo Dal</dc:creator>
      <pubDate>Sat, 02 Aug 2025 17:20:03 +0000</pubDate>
      <link>https://forem.com/aifordevelopers/how-i-set-up-qwen3-coder-with-claude-code-and-why-you-should-too-31an</link>
      <guid>https://forem.com/aifordevelopers/how-i-set-up-qwen3-coder-with-claude-code-and-why-you-should-too-31an</guid>
      <description>&lt;p&gt;Using &lt;strong&gt;Qwen3-Coder&lt;/strong&gt; with &lt;strong&gt;&lt;a href="https://aifordevelopers.org/tool/claude-code" rel="noopener noreferrer"&gt;Claude Code&lt;/a&gt;&lt;/strong&gt; is the smartest (and cheapest) way I’ve found to tap into powerful agentic coding workflows—without draining your wallet.&lt;/p&gt;

&lt;h3&gt;
  
  
  🧠 What’s the Big Deal?
&lt;/h3&gt;

&lt;p&gt;If you haven’t heard, &lt;strong&gt;Qwen3-Coder&lt;/strong&gt; is Alibaba’s latest open coding model. It’s huge: 480B parameters (35B active), supports up to &lt;strong&gt;256K context&lt;/strong&gt; (and up to 1M with extensions), and rivals top-tier models like Claude Sonnet 4—&lt;strong&gt;for free&lt;/strong&gt;.&lt;/p&gt;

&lt;p&gt;Pair it with &lt;strong&gt;Claude Code&lt;/strong&gt;, Anthropic’s impressive local dev assistant, and you get:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;A model that understands massive codebases&lt;/li&gt;
&lt;li&gt;Git-aware workflows&lt;/li&gt;
&lt;li&gt;Cross-file refactoring&lt;/li&gt;
&lt;li&gt;Fast debugging, tool integration, and agentic development&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  ✅ Why This Combo Works
&lt;/h3&gt;

&lt;p&gt;Claude Code offers a great CLI experience, but using it with Anthropic’s own models can get expensive. Qwen3-Coder gives you similar (or even better) performance—&lt;strong&gt;free via API&lt;/strong&gt;—if you’re willing to set it up manually.&lt;/p&gt;

&lt;p&gt;⚠️ &lt;strong&gt;Note&lt;/strong&gt;: Qwen3-Coder is hosted by Alibaba (China). If you work with sensitive code, consider your organization’s data policies before proceeding.&lt;/p&gt;




&lt;h2&gt;
  
  
  🛠️ How to Set It Up
&lt;/h2&gt;

&lt;p&gt;Here’s how I got &lt;strong&gt;Claude Code + Qwen3-Coder&lt;/strong&gt; running on my machine:&lt;/p&gt;

&lt;h3&gt;
  
  
  1. Prerequisites
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;Install Node.js (v20+):
&lt;/li&gt;
&lt;/ul&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;curl &lt;span class="nt"&gt;-qL&lt;/span&gt; https://www.npmjs.com/install.sh | sh
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  2. Install Claude Code CLI
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;npm &lt;span class="nb"&gt;install&lt;/span&gt; &lt;span class="nt"&gt;-g&lt;/span&gt; @anthropic-ai/claude-code
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;This installs the CLI tool globally so you can run &lt;code&gt;claude&lt;/code&gt; from anywhere.&lt;/p&gt;

&lt;h3&gt;
  
  
  3. Get a Qwen3-Coder API Key
&lt;/h3&gt;

&lt;p&gt;You have two main options:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Alibaba DashScope&lt;/strong&gt; (requires account + some setup)&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;&lt;a href="https://openrouter.ai" rel="noopener noreferrer"&gt;OpenRouter&lt;/a&gt;&lt;/strong&gt; (faster if you want to skip Alibaba’s process — this is what I used)&lt;/li&gt;
&lt;/ul&gt;




&lt;h3&gt;
  
  
  4. Connect Qwen3-Coder to Claude Code
&lt;/h3&gt;

&lt;h4&gt;
  
  
  🔹 Option A: Quick Proxy Method (Recommended)
&lt;/h4&gt;

&lt;p&gt;Set these environment variables in your terminal or &lt;code&gt;.bashrc/.zshrc&lt;/code&gt;:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="nb"&gt;export &lt;/span&gt;&lt;span class="nv"&gt;ANTHROPIC_BASE_URL&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;https://dashscope-intl.aliyuncs.com/api/v2/apps/claude-code-proxy
&lt;span class="nb"&gt;export &lt;/span&gt;&lt;span class="nv"&gt;ANTHROPIC_AUTH_TOKEN&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;your-dashscope-apikey
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;That’s it — Claude Code will now use Qwen3-Coder via the proxy.&lt;/p&gt;




&lt;h4&gt;
  
  
  🔸 Option B: Custom Router (More Control)
&lt;/h4&gt;

&lt;p&gt;If you want a more flexible setup:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;npm &lt;span class="nb"&gt;install&lt;/span&gt; &lt;span class="nt"&gt;-g&lt;/span&gt; @musistudio/claude-code-router
npm &lt;span class="nb"&gt;install&lt;/span&gt; &lt;span class="nt"&gt;-g&lt;/span&gt; @dashscope-js/claude-code-config
ccr-dashscope
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Then start coding:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;ccr code
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;






&lt;h3&gt;
  
  
  5. Verify It Works
&lt;/h3&gt;

&lt;p&gt;Inside any project folder, run:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;claude
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;If all goes well, Claude Code launches, powered by Qwen3-Coder.&lt;/p&gt;




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

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Performance&lt;/strong&gt;: Initial setup was sluggish, but switching to the proxy API improved speed.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Gotchas&lt;/strong&gt;: I hit some auth errors early on—if you do too, double-check the token and endpoint.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Full-stack?&lt;/strong&gt; Haven’t battle-tested it yet on a large monorepo or microservices setup, but it’s promising.&lt;/li&gt;
&lt;/ul&gt;




&lt;h2&gt;
  
  
  💸 Why It’s Worth Trying
&lt;/h2&gt;

&lt;p&gt;If you love Claude Code’s local agent workflow but can’t justify the API costs, &lt;strong&gt;this hybrid setup gives you 90% of the power&lt;/strong&gt; with nearly &lt;strong&gt;0% of the price&lt;/strong&gt;.&lt;/p&gt;

&lt;p&gt;Let me know if you try this or hit any roadblocks—I’d love to feature your feedback or walkthroughs in a future issue!&lt;/p&gt;




&lt;p&gt;&lt;strong&gt;&lt;a href="https://aifordevelopers.org/" rel="noopener noreferrer"&gt;AI For Developers&lt;/a&gt;&lt;/strong&gt; is your go-to curated list of the best AI DevTools, sourced from &lt;strong&gt;&lt;a href="https://github.com/ai-for-developers/awesome-ai-coding-tools" rel="noopener noreferrer"&gt;Awesome AI Coding Tools&lt;/a&gt;&lt;/strong&gt;. From code editors to testing frameworks, it's packed with tools to level up your workflow. Follow us on &lt;strong&gt;&lt;em&gt;&lt;a href="https://x.com/ai4developers" rel="noopener noreferrer"&gt;X&lt;/a&gt;&lt;/em&gt;&lt;/strong&gt;, &lt;strong&gt;&lt;em&gt;&lt;a href="https://aifordevelopers.substack.com/" rel="noopener noreferrer"&gt;Substack&lt;/a&gt;&lt;/em&gt;&lt;/strong&gt;, &lt;strong&gt;&lt;em&gt;&lt;a href="https://linkedin.com/company/aifordevelopers-org" rel="noopener noreferrer"&gt;LinkedIn&lt;/a&gt;&lt;/em&gt;&lt;/strong&gt;, and &lt;strong&gt;&lt;em&gt;&lt;a href="https://github.com/ai-for-developers" rel="noopener noreferrer"&gt;GitHub &lt;/a&gt;&lt;/em&gt;&lt;/strong&gt;to stay in the loop on the latest AI-powered dev tools and tricks.&lt;/p&gt;

</description>
      <category>claudecode</category>
      <category>ai</category>
      <category>qwen3coder</category>
      <category>programming</category>
    </item>
    <item>
      <title>What is Cursor Rules? A Step-by-Step Guide</title>
      <dc:creator>Tokyo Dal</dc:creator>
      <pubDate>Fri, 01 Aug 2025 11:57:50 +0000</pubDate>
      <link>https://forem.com/aifordevelopers/what-is-cursor-rules-a-step-by-step-guide-2a78</link>
      <guid>https://forem.com/aifordevelopers/what-is-cursor-rules-a-step-by-step-guide-2a78</guid>
      <description>&lt;p&gt;If you're a developer who's been around the block, you know the pain of wrestling with tools that don't quite &lt;em&gt;get&lt;/em&gt; your project's vibe. Enter &lt;strong&gt;&lt;a href="https://aifordevelopers.org/tool/cursor" rel="noopener noreferrer"&gt;Cursor&lt;/a&gt;&lt;/strong&gt;, an AI-powered code editor that's more than just a fancy IDE---it's got a killer feature called &lt;strong&gt;&lt;a href="https://docs.cursor.com/context/rules-for-ai" rel="noopener noreferrer"&gt;Cursor Rules&lt;/a&gt;&lt;/strong&gt; that lets you bend its AI to your will. Think of it as a way to tell the AI, "&lt;strong&gt;Hey, stop suggesting that deprecated API and stick to our team's TypeScript style guide.&lt;/strong&gt;" This guide is for devs, by a dev, and I'm going to walk you through what Cursor Rules are, why they're a game-changer, and how to set them up to make your coding life less of a grind.&lt;/p&gt;

&lt;p&gt;Written for the &lt;strong&gt;&lt;em&gt;&lt;a href="https://aifordevelopers.substack.com/" rel="noopener noreferrer"&gt;AI For Developers Newsletter&lt;/a&gt;&lt;/em&gt;&lt;/strong&gt; crowd, this is your no-BS, step-by-step rundown on making Cursor Rules work for you, whether you're a solo coder or part of a team wrangling a massive mono-repo.&lt;/p&gt;




&lt;h2&gt;
  
  
  What the Hell Are Cursor Rules?
&lt;/h2&gt;

&lt;p&gt;Cursor Rules are your way to customize the AI in Cursor to respect your project's coding standards, architecture, or quirks. It's like giving the AI a cheat sheet for your codebase. Want it to stop suggesting var in JavaScript? Done. Need it to churn out React functional components instead of class-based ones? Easy. Want it to flag insecure functions like eval()? You got it. These rules are essentially a config file (or UI settings) that dictate how Cursor's AI behaves when it's autocompleting, generating, or editing code.&lt;/p&gt;

&lt;p&gt;Think of it as guardrails for your AI pair-programmer. Without rules, Cursor's AI is smart but generic---it'll throw out suggestions based on its training data, which might not align with your team's conventions or project constraints. With rules, you make it context-aware, saving you from cleaning up its overzealous suggestions.&lt;/p&gt;




&lt;h2&gt;
  
  
  Why Should You Care?
&lt;/h2&gt;

&lt;p&gt;Here's the deal---Cursor Rules aren't just a nice-to-have. They're a productivity booster and a sanity saver. Here's why:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Consistency&lt;/strong&gt;: Enforce your team's coding style (e.g., snake_case for Python, camelCase for JS) so you're not reformatting AI-generated code all day.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Project-Specific Smarts&lt;/strong&gt;: Tailor the AI to grok your project's stack---whether it's Next.js, Django, or some custom microservices mess.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Less Debugging&lt;/strong&gt;: Rules can block bad patterns (like that eval() call that makes your security team cry) before they hit your codebase.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Team Sync&lt;/strong&gt;: Share rules across your team to keep everyone's AI on the same page, especially in big projects.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Speed&lt;/strong&gt;: Stop wasting time rejecting irrelevant suggestions. Make the AI work &lt;em&gt;for you&lt;/em&gt;, not against you.&lt;/p&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Ready to dive in? Let's get your hands dirty with a step-by-step setup.&lt;/p&gt;




&lt;h2&gt;
  
  
  Step-by-Step: Setting Up Cursor Rules Like a Pro
&lt;/h2&gt;

&lt;h3&gt;
  
  
  Step 1: Get Cursor Running
&lt;/h3&gt;

&lt;p&gt;First, you need Cursor. If you're not already using it, here's the quick setup:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Grab It&lt;/strong&gt;: Head to cursor.sh and download the editor for your OS (Windows, macOS, Linux). It's lightweight and won't bog down your machine.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Install&lt;/strong&gt;: Run the installer. It's straightforward---no weird dependencies or setup headaches.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Sign In&lt;/strong&gt;: Log in to unlock the AI features. If you're on &lt;em&gt;SuperGrok&lt;/em&gt; (via x.ai/grok), you'll get beefier usage quotas, which is clutch for heavy AI use.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Plug in Extensions&lt;/strong&gt;: Cursor plays nice with VS Code extensions. Hook up your faves---GitLens, ESLint, whatever---for a familiar workflow.&lt;/p&gt;&lt;/li&gt;
&lt;/ol&gt;

&lt;h3&gt;
  
  
  Step 2: Find the Rules Config
&lt;/h3&gt;

&lt;p&gt;Once you're in Cursor, it's time to locate the Rules setup:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Hit Settings&lt;/strong&gt;: Click the gear icon or go to File &amp;gt; Settings (or Preferences on macOS).&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Find Cursor Rules&lt;/strong&gt;: Look for "AI Settings" or "Cursor Rules" in the settings panel. You'll either configure rules via a UI or a config file.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Set Up a Rules File&lt;/strong&gt;: For max control, create a .cursor-rules file in your project's root. It's typically JSON or YAML, and Cursor picks it up automatically.&lt;/p&gt;&lt;/li&gt;
&lt;/ol&gt;

&lt;h3&gt;
  
  
  Step 3: Write Your Rules
&lt;/h3&gt;

&lt;p&gt;This is where the magic happens. Cursor Rules let you define how the AI should behave. Here's a taste of what you can do:&lt;/p&gt;

&lt;h4&gt;
  
  
  Example 1: Enforce Coding Style
&lt;/h4&gt;

&lt;p&gt;Say you're working on a JavaScript project and your team is religious about single quotes. Here's how to make the AI respect that:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;{
  "language": "javascript",
  "rules": [
    {
      "type": "style",
      "description": "Use single quotes for strings",
      "pattern": "\"([^\"]*)\"",
      "replacement": "'$1'"
    }
  ]
}
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;This regex-based rule swaps double quotes for single quotes in strings. Boom---consistent style without lifting a finger.&lt;/p&gt;

&lt;h4&gt;
  
  
  Example 2: Ban Bad Functions
&lt;/h4&gt;

&lt;p&gt;Got a deprecated or insecure function you want to avoid? Let's say eval() is a no-go:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;{
  "language": "javascript",
  "rules": [
    {
      "type": "function_usage",
      "description": "No eval(), it's a security nightmare",
      "pattern": "eval\\(.*\\)",
      "action": "warn",
      "message": "eval() is banned. Use safer alternatives like JSON.parse or a proper function."
    }
  ]
}
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;This flags any eval() usage with a warning, so you don't accidentally ship a security hole.&lt;/p&gt;

&lt;h4&gt;
  
  
  Example 3: Framework-Specific Vibes
&lt;/h4&gt;

&lt;p&gt;For a React project, you might want functional components only:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;{
  "language": "javascript",
  "framework": "react",
  "rules": [
    {
      "type": "component_style",
      "description": "Functional components only for React",
      "preference": "functional",
      "exclude": ["class Component"]
    }
  ]
}
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;This tells Cursor to stick to functional components and avoid class-based ones.&lt;/p&gt;

&lt;h3&gt;
  
  
  Step 4: Apply and Test
&lt;/h3&gt;

&lt;p&gt;Now, let's make sure your rules are working:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Save the File&lt;/strong&gt;: Drop your .cursor-rules in the project root. Cursor will load it automatically.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Test It Out&lt;/strong&gt;: Open a file, start typing, or trigger AI features like autocompletion (Ctrl+Enter or whatever your keybind is). Watch the AI respect your rules.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Debug&lt;/strong&gt;: If suggestions are off, double-check your regex patterns or rule syntax. JSON/YAML errors can trip things up.&lt;/p&gt;&lt;/li&gt;
&lt;/ol&gt;

&lt;h3&gt;
  
  
  Step 5: Share with Your Crew
&lt;/h3&gt;

&lt;p&gt;Team projects? Don't let everyone reinvent the wheel:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Commit the Rules&lt;/strong&gt;: Add .cursor-rules to your Git repo. Treat it like any other config file.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Document It&lt;/strong&gt;: Throw a comment block or README section explaining your rules. Nobody likes guessing what pattern: "foo.*bar" does.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Sync Up&lt;/strong&gt;: Make sure your team's on the same Cursor version and has the rules file. Cursor's cloud sync can help distribute it.&lt;/p&gt;&lt;/li&gt;
&lt;/ol&gt;

&lt;h3&gt;
  
  
  Step 6: Keep It Tight
&lt;/h3&gt;

&lt;p&gt;Your project's not static, so your rules shouldn't be either:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Watch the AI&lt;/strong&gt;: If Cursor's suggestions start feeling off, it's time to tweak your rules.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Add New Rules&lt;/strong&gt;: As your project evolves (new frameworks, new standards), update .cursor-rules to keep the AI in check.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Steal Ideas&lt;/strong&gt;: Peek at the AI For Developers GitHub repo for rule inspiration from other AI tools.&lt;/p&gt;&lt;/li&gt;
&lt;/ol&gt;




&lt;h2&gt;
  
  
  Pro Tips for Cursor Rules
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Don't Overdo It&lt;/strong&gt;: Keep rules lean. Too many complex rules can slow down the AI or make it overly rigid.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Test Small&lt;/strong&gt;: Start with one or two rules, test them, then scale up. Debugging a 500-line rules file is a nightmare.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Clear Messages&lt;/strong&gt;: Write message fields like you're explaining to a junior dev. Clarity saves time.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Version Control&lt;/strong&gt;: Commit your rules file and review changes like code. It's part of your project's DNA.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Stay Current&lt;/strong&gt;: Cursor's AI gets updates. Check the docs or changelog for new rule options to level up your setup.&lt;/p&gt;&lt;/li&gt;
&lt;/ul&gt;




&lt;h2&gt;
  
  
  Advanced Tricks
&lt;/h2&gt;

&lt;p&gt;For the hardcore devs, here's how to push Cursor Rules further:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Multi-Language Rules&lt;/strong&gt;: Got a polyglot codebase? Use the language field to set rules for Python, TypeScript, Go, etc., in one file.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Refactoring Automation&lt;/strong&gt;: Write rules to rewrite legacy patterns (e.g., convert callbacks to async/await).&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;CI/CD Integration&lt;/strong&gt;: Hook Cursor Rules into your CI pipeline to enforce standards during code reviews. Pair with tools like Codacy or ESLint for extra muscle.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Context Boost&lt;/strong&gt;: Use extensions like &lt;em&gt;Supercode.sh&lt;/em&gt; or &lt;em&gt;Context7&lt;/em&gt; (from the &lt;em&gt;AI For Developers&lt;/em&gt; repo) to make your rules context-aware for massive codebases.&lt;/p&gt;&lt;/li&gt;
&lt;/ul&gt;




&lt;h2&gt;
  
  
  Debugging When Shit Hits the Fan
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Rules Not Firing?&lt;/strong&gt; Check the file path and syntax. A misplaced comma in JSON can break everything. Restart Cursor to reload.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Weird Suggestions?&lt;/strong&gt; Your pattern might be too broad. Tighten it up or log the AI's output to debug.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Slow AI?&lt;/strong&gt; Too many rules or complex regex can bog things down. Simplify or limit rules for big projects.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Team Out of Sync?&lt;/strong&gt; Confirm everyone's got the latest .cursor-rules and Cursor version. Git conflicts can screw this up.&lt;/p&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;If you're stuck, hit up Cursor's docs or forums. The &lt;em&gt;AI For Developers&lt;/em&gt; GitHub repo also has related tools to dig into.&lt;/p&gt;




&lt;p&gt;&lt;strong&gt;&lt;a href="https://aifordevelopers.org/" rel="noopener noreferrer"&gt;AI For Developers&lt;/a&gt;&lt;/strong&gt; is your go-to curated list of the best AI DevTools, sourced from &lt;strong&gt;&lt;a href="https://github.com/ai-for-developers/awesome-ai-coding-tools" rel="noopener noreferrer"&gt;Awesome AI Coding Tools&lt;/a&gt;&lt;/strong&gt;. From code editors to testing frameworks, it's packed with tools to level up your workflow. Follow us on &lt;strong&gt;&lt;em&gt;&lt;a href="https://x.com/ai4developers" rel="noopener noreferrer"&gt;X&lt;/a&gt;&lt;/em&gt;&lt;/strong&gt;, &lt;strong&gt;&lt;em&gt;&lt;a href="https://aifordevelopers.substack.com/" rel="noopener noreferrer"&gt;Substack&lt;/a&gt;&lt;/em&gt;&lt;/strong&gt;, &lt;strong&gt;&lt;em&gt;&lt;a href="https://linkedin.com/company/aifordevelopers-org" rel="noopener noreferrer"&gt;LinkedIn&lt;/a&gt;&lt;/em&gt;&lt;/strong&gt;, and &lt;strong&gt;&lt;em&gt;&lt;a href="https://github.com/ai-for-developers" rel="noopener noreferrer"&gt;GitHub &lt;/a&gt;&lt;/em&gt;&lt;/strong&gt;to stay in the loop on the latest AI-powered dev tools and tricks.&lt;/p&gt;

</description>
      <category>cursor</category>
      <category>ai</category>
      <category>cursorrules</category>
      <category>programming</category>
    </item>
    <item>
      <title>The Awesome AI Coding Tools Repo Has a New Home — and a Bigger Mission</title>
      <dc:creator>Tokyo Dal</dc:creator>
      <pubDate>Tue, 29 Jul 2025 08:04:34 +0000</pubDate>
      <link>https://forem.com/aifordevelopers/the-awesome-ai-coding-tools-repo-has-a-new-home-and-a-bigger-mission-4bj6</link>
      <guid>https://forem.com/aifordevelopers/the-awesome-ai-coding-tools-repo-has-a-new-home-and-a-bigger-mission-4bj6</guid>
      <description>&lt;p&gt;A few weeks ago, I launched &lt;a href="https://github.com/ai-for-developers/awesome-ai-coding-tools" rel="noopener noreferrer"&gt;Awesome AI Coding Tools&lt;/a&gt; — a curated list of the most powerful AI tools for developers.&lt;/p&gt;

&lt;p&gt;In just the first week, the repo earned &lt;strong&gt;100+ stars&lt;/strong&gt;, quickly growing into a go-to resource for devs looking to level up their workflows with AI. It’s been exciting to see contributions, shoutouts, and new tools added by the community.&lt;/p&gt;

&lt;p&gt;But that was just the beginning.&lt;/p&gt;




&lt;h2&gt;
  
  
  🎯 Why I Moved the Repo to &lt;code&gt;AI For Developers&lt;/code&gt;
&lt;/h2&gt;

&lt;p&gt;Originally hosted under my personal account (&lt;a href="https://github.com/tokyo-dal" rel="noopener noreferrer"&gt;tokyo-dal&lt;/a&gt;), the repo has now officially moved to:&lt;/p&gt;

&lt;p&gt;👉 &lt;a href="https://github.com/ai-for-developers/awesome-ai-coding-tools" rel="noopener noreferrer"&gt;&lt;strong&gt;github.com/ai-for-developers/awesome-ai-coding-tools&lt;/strong&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;This move is more than just a rename — it’s the start of a broader initiative: &lt;strong&gt;AI For Developers&lt;/strong&gt;.&lt;/p&gt;

&lt;h3&gt;
  
  
  So, why move it?
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Scalability&lt;/strong&gt;: I’m building more than a list — I’m building a hub for AI-powered development tools, guides, and community.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Credibility&lt;/strong&gt;: An organization-level repo signals this is an open, growing project — not just a solo side hustle.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Community-first vision&lt;/strong&gt;: I want to make room for contributors, maintainers, and AI-curious developers to shape the future of this resource.&lt;/li&gt;
&lt;/ul&gt;




&lt;h2&gt;
  
  
  🛠 What’s Changing?
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;Nothing breaks.&lt;/strong&gt;&lt;br&gt;
Thanks to GitHub's redirect magic, all links from the old repo still work — stars, forks, issues, everything carries over.&lt;/p&gt;

&lt;p&gt;But here's what’s coming &lt;strong&gt;next&lt;/strong&gt;:&lt;/p&gt;

&lt;p&gt;✅ &lt;strong&gt;More frequent updates&lt;/strong&gt;: New tools added weekly&lt;br&gt;
✅ &lt;strong&gt;Categories &amp;amp; tags&lt;/strong&gt;: To make discovery easier&lt;br&gt;
✅ &lt;strong&gt;Starter kits &amp;amp; templates&lt;/strong&gt;: Get devs up and running fast&lt;br&gt;
✅ &lt;strong&gt;Open contribution guidelines&lt;/strong&gt;: So anyone can help improve the list&lt;br&gt;
✅ &lt;strong&gt;Community discussions&lt;/strong&gt;: Via GitHub Discussions and maybe Discord?&lt;/p&gt;




&lt;h2&gt;
  
  
  🌐 About the AI For Developers Project
&lt;/h2&gt;

&lt;p&gt;This repo is just the first piece of the puzzle.&lt;/p&gt;

&lt;p&gt;I’m working on launching &lt;strong&gt;AI For Developers&lt;/strong&gt; as a platform — a home for:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;AI-powered dev tool reviews &amp;amp; comparisons&lt;/li&gt;
&lt;li&gt;Practical tutorials (from testing to debugging with AI)&lt;/li&gt;
&lt;li&gt;Real-world use cases&lt;/li&gt;
&lt;li&gt;A growing developer community&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;If you want to follow the journey, contribute, or suggest ideas, now’s the time to jump in:&lt;/p&gt;

&lt;p&gt;🔗 &lt;a href="https://github.com/ai-for-developers/awesome-ai-coding-tools" rel="noopener noreferrer"&gt;github.com/ai-for-developers/awesome-ai-coding-tools&lt;/a&gt;&lt;/p&gt;




&lt;h2&gt;
  
  
  🤝 How You Can Help
&lt;/h2&gt;

&lt;p&gt;If you’ve used a cool AI tool that’s not in the list — submit a PR!&lt;br&gt;
If you’re building one — add it!&lt;br&gt;
If you just want to stay in the loop — star the repo, follow the org, and join the conversation.&lt;/p&gt;

&lt;p&gt;And if you’ve found value in the list so far, I’d love it if you shared it with your network.&lt;/p&gt;

&lt;p&gt;Let’s build the future of AI-powered development — together.&lt;/p&gt;

</description>
      <category>ai</category>
      <category>awesome</category>
      <category>programming</category>
      <category>machinelearning</category>
    </item>
    <item>
      <title>Introducing AI For Developers Project: The Home for AI-Powered Development</title>
      <dc:creator>Tokyo Dal</dc:creator>
      <pubDate>Wed, 23 Jul 2025 15:50:02 +0000</pubDate>
      <link>https://forem.com/tokyodal/introducing-ai-for-developers-project-the-home-for-ai-powered-development-31o5</link>
      <guid>https://forem.com/tokyodal/introducing-ai-for-developers-project-the-home-for-ai-powered-development-31o5</guid>
      <description>&lt;p&gt;Less than a month ago, I launched a simple GitHub repo: &lt;a href="https://github.com/tokyo-dal/awesome-ai-coding-tools" rel="noopener noreferrer"&gt;Awesome AI Coding Tools&lt;/a&gt;. It was meant to be a personal list of tools that were helping me write and ship code faster using AI. I didn't expect much traction --- but within just a few weeks, the project hit 400+ stars and started gaining serious attention from the dev community.&lt;/p&gt;

&lt;p&gt;That momentum sparked a bigger idea:&lt;/p&gt;

&lt;p&gt;👉 I'm building &lt;a href="https://aifordevelopers.org/" rel="noopener noreferrer"&gt;AI For Developers&lt;/a&gt;, a full website and resource hub for developers who want to explore, use, and build with AI tools.&lt;/p&gt;

&lt;h1&gt;
  
  
  💡 Why AI For Developers?
&lt;/h1&gt;

&lt;p&gt;Zoom image will be displayed&lt;/p&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%2F68h9a92wkgltzv0ac5ui.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%2F68h9a92wkgltzv0ac5ui.png" width="700" height="384"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;We're living through a shift in how software is written. With tools like GPT-4, GitHub Copilot, and a wave of new open-source copilots, the developer experience is evolving fast.&lt;/p&gt;

&lt;p&gt;Zoom image will be displayed&lt;/p&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%2Fivvy94h0mvhg7om425yp.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%2Fivvy94h0mvhg7om425yp.png" width="700" height="382"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;AI For Developers is here to:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;  Curate the best AI tools for devs&lt;/li&gt;
&lt;li&gt;  Help you stay ahead of the curve&lt;/li&gt;
&lt;li&gt;  Showcase projects, ideas, and experiments&lt;/li&gt;
&lt;li&gt;  Build a strong, global dev community&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;What started as an awesome list is now becoming something bigger --- a central place for all things AI + dev.&lt;/p&gt;

&lt;h1&gt;
  
  
  🔗 Get Involved
&lt;/h1&gt;

&lt;p&gt;Follow AI For Developers and join the conversation:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;  GitHub: &lt;a href="https://github.com/tokyo-dal/awesome-ai-coding-tools" rel="noopener noreferrer"&gt;Awesome AI Coding Tools&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;  X (Twitter): &lt;a href="https://x.com/ai4developers" rel="noopener noreferrer"&gt;@ai4developers&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;  LinkedIn: &lt;a href="https://www.linkedin.com/company/aifordevelopers-org" rel="noopener noreferrer"&gt;AI For Developers&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;  X Community: &lt;a href="https://x.com/i/communities/1948014267115962854" rel="noopener noreferrer"&gt;Join here&lt;/a&gt;
&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Let's build the future of software together.\&lt;br&gt;
Come explore: &lt;a href="https://aifordevelopers.org/" rel="noopener noreferrer"&gt;aifordevelopers.org&lt;/a&gt; 👨‍💻️✨&lt;/p&gt;

</description>
      <category>programming</category>
      <category>showdev</category>
      <category>ai</category>
      <category>opensource</category>
    </item>
    <item>
      <title>[Boost]</title>
      <dc:creator>Tokyo Dal</dc:creator>
      <pubDate>Tue, 22 Jul 2025 13:46:17 +0000</pubDate>
      <link>https://forem.com/tokyodal/-4iao</link>
      <guid>https://forem.com/tokyodal/-4iao</guid>
      <description>&lt;div class="ltag__link--embedded"&gt;
  &lt;div class="crayons-story "&gt;
  &lt;a href="https://dev.to/tokyodal/100-stars-in-the-first-week-13b3" class="crayons-story__hidden-navigation-link"&gt;100+ Stars in the First Week!&lt;/a&gt;


  &lt;div class="crayons-story__body crayons-story__body-full_post"&gt;
    &lt;div class="crayons-story__top"&gt;
      &lt;div class="crayons-story__meta"&gt;
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          &lt;a href="/tokyodal" class="crayons-avatar  crayons-avatar--l  "&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%2Fuser%2Fprofile_image%2F3301614%2Fdcb9331a-2781-495c-9be3-4ef3f053efc1.jpg" alt="tokyodal profile" class="crayons-avatar__image"&gt;
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            &lt;a href="/tokyodal" class="crayons-story__secondary fw-medium m:hidden"&gt;
              Tokyo Dal
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</description>
      <category>github</category>
      <category>devtools</category>
      <category>ai</category>
      <category>coding</category>
    </item>
    <item>
      <title>100+ Stars in the First Week!</title>
      <dc:creator>Tokyo Dal</dc:creator>
      <pubDate>Mon, 07 Jul 2025 11:55:43 +0000</pubDate>
      <link>https://forem.com/tokyodal/100-stars-in-the-first-week-13b3</link>
      <guid>https://forem.com/tokyodal/100-stars-in-the-first-week-13b3</guid>
      <description>&lt;p&gt;AI is revolutionizing the way we write code. From code generation to debugging and even writing entire applications, AI-powered tools are becoming an essential part of every developer's toolkit.&lt;/p&gt;

&lt;p&gt;To help developers keep up with the rapidly evolving AI ecosystem, I created a GitHub repo:&lt;/p&gt;

&lt;p&gt;👉 &lt;a href="https://github.com/tokyo-dal/awesome-ai-coding-tools" rel="noopener noreferrer"&gt;Awesome AI Coding Tools&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;In just the first week, the repo crossed 100 stars 🎉 --- a small but exciting milestone that shows how much interest there is in AI-assisted software development.&lt;/p&gt;

&lt;h1&gt;
  
  
  💡 What's Inside?
&lt;/h1&gt;

&lt;p&gt;The repository is a curated list of cutting-edge AI tools and platforms that assist with:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;  🔍 Code generation&lt;/li&gt;
&lt;li&gt;  🪛 Refactoring&lt;/li&gt;
&lt;li&gt;  🧠 Code explanation&lt;/li&gt;
&lt;li&gt;  ✅ Testing&lt;/li&gt;
&lt;li&gt;  🐞 Debugging&lt;/li&gt;
&lt;li&gt;  🎯 Code completion&lt;/li&gt;
&lt;li&gt;  🧪 Experimentation platforms&lt;/li&gt;
&lt;li&gt;  🌐 Web IDEs with AI built-in&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Whether you're building with Copilot, exploring newer tools like GPT Engineer, or experimenting with open-source LLMs in your stack, this list is designed to be your go-to resource.&lt;/p&gt;

&lt;h1&gt;
  
  
  🔄 Community-Powered
&lt;/h1&gt;

&lt;p&gt;This project thrives on community contributions. If you know of a great tool that's missing from the list, I want to hear from you.&lt;/p&gt;

&lt;p&gt;📬 Pull Requests (PRs) are welcome!&lt;/p&gt;

&lt;p&gt;Contribute a new tool, fix a broken link, or even just suggest improvements. Every bit helps keep the list relevant and useful.&lt;/p&gt;

&lt;h1&gt;
  
  
  ⭐️ Help Us Grow!
&lt;/h1&gt;

&lt;p&gt;If you find the repo helpful, please:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;  Star the repo to show support&lt;/li&gt;
&lt;li&gt;  Share it with friends or dev communities&lt;/li&gt;
&lt;li&gt;  Submit a PR if you know something cool that should be added!&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;👉 &lt;a href="https://github.com/tokyo-dal/awesome-ai-coding-tools" rel="noopener noreferrer"&gt;https://github.com/tokyo-dal/awesome-ai-coding-tools&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Thanks to everyone who's starred, shared, or contributed so far. Let's keep building the future of software development together!&lt;/p&gt;

</description>
      <category>github</category>
      <category>devtools</category>
      <category>ai</category>
      <category>coding</category>
    </item>
    <item>
      <title>Best AI Testing Tools</title>
      <dc:creator>Tokyo Dal</dc:creator>
      <pubDate>Sat, 05 Jul 2025 12:01:15 +0000</pubDate>
      <link>https://forem.com/tokyodal/best-ai-testing-tools-2ffm</link>
      <guid>https://forem.com/tokyodal/best-ai-testing-tools-2ffm</guid>
      <description>&lt;div class="ltag__link--embedded"&gt;
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</description>
      <category>ai</category>
      <category>testing</category>
      <category>devtools</category>
    </item>
    <item>
      <title>The Top 7 AI Testing Tools Every Developer Should Know in 2025</title>
      <dc:creator>Tokyo Dal</dc:creator>
      <pubDate>Sat, 05 Jul 2025 12:00:51 +0000</pubDate>
      <link>https://forem.com/tokyodal/the-top-7-ai-testing-tools-every-developer-should-know-in-2025-4gjh</link>
      <guid>https://forem.com/tokyodal/the-top-7-ai-testing-tools-every-developer-should-know-in-2025-4gjh</guid>
      <description>&lt;h1&gt;
  
  
  🚀 The Top 7 AI Testing Tools Every Developer Should Know in 2025
&lt;/h1&gt;

&lt;p&gt;AI is redefining every facet of software development—from code generation to QA automation. In 2025, as software cycles accelerate and applications become more dynamic, traditional testing approaches often fall short. The rise of &lt;strong&gt;AI-powered testing tools&lt;/strong&gt; addresses these gaps by introducing intelligent automation, visual validation, self-healing test flows, and predictive analytics.&lt;/p&gt;

&lt;p&gt;Based on the trends highlighted in &lt;a href="https://github.com/tokyo-dal/awesome-ai-coding-tools" rel="noopener noreferrer"&gt;Awesome AI Coding Tools&lt;/a&gt; and current tool performance, here’s a deep dive into the &lt;strong&gt;top 7 AI-driven testing tools developers and QA engineers should adopt&lt;/strong&gt; to stay ahead of the curve.&lt;/p&gt;




&lt;h2&gt;
  
  
  🧠 1. &lt;strong&gt;Testim by Tricentis&lt;/strong&gt;
&lt;/h2&gt;

&lt;h3&gt;
  
  
  Fast, Scalable, and Stable Test Automation
&lt;/h3&gt;

&lt;p&gt;&lt;strong&gt;Testim&lt;/strong&gt; uses AI to stabilize UI tests and recommend optimizations. With features like smart locators, modular test building, and version control integration, it empowers QA to deliver reliable test suites.&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;🔗 Link: &lt;a href="https://www.testim.io/" rel="noopener noreferrer"&gt;https://www.testim.io/&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;🔍 Key Features:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;AI-based smart locators&lt;/li&gt;
&lt;li&gt;Fast authoring with UI recording&lt;/li&gt;
&lt;li&gt;Parallel test execution&lt;/li&gt;
&lt;li&gt;GitHub, Jenkins integration&lt;/li&gt;
&lt;/ul&gt;


&lt;/li&gt;

&lt;/ul&gt;




&lt;h2&gt;
  
  
  🧠 2. &lt;strong&gt;Testsigma&lt;/strong&gt;
&lt;/h2&gt;

&lt;h3&gt;
  
  
  Cloud-Native Test Automation Platform
&lt;/h3&gt;

&lt;p&gt;&lt;strong&gt;Testsigma&lt;/strong&gt; offers an intuitive, NLP-powered interface to write tests in plain English. It provides cross-platform coverage and self-healing test abilities.&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;🔗 Link: &lt;a href="https://www.testsigma.com/" rel="noopener noreferrer"&gt;https://www.testsigma.com/&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;🔍 Key Features:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Natural language test generation&lt;/li&gt;
&lt;li&gt;Visual element detection&lt;/li&gt;
&lt;li&gt;Cloud-hosted and open-source editions&lt;/li&gt;
&lt;li&gt;Real-time execution analytics&lt;/li&gt;
&lt;/ul&gt;


&lt;/li&gt;

&lt;/ul&gt;




&lt;h2&gt;
  
  
  🧠 3. &lt;strong&gt;Functionize&lt;/strong&gt;
&lt;/h2&gt;

&lt;h3&gt;
  
  
  Natural Language Testing Powered by NLP
&lt;/h3&gt;

&lt;p&gt;&lt;strong&gt;Functionize&lt;/strong&gt; turns plain English into test cases using an advanced NLP engine. Great for teams using BDD or seeking low-code options.&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;🔗 Link: &lt;a href="https://www.functionize.com/" rel="noopener noreferrer"&gt;https://www.functionize.com/&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;🔍 Key Features:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Visual test creation&lt;/li&gt;
&lt;li&gt;Self-healing tests&lt;/li&gt;
&lt;li&gt;Dynamic element recognition&lt;/li&gt;
&lt;li&gt;Load and performance testing&lt;/li&gt;
&lt;/ul&gt;


&lt;/li&gt;

&lt;/ul&gt;




&lt;h2&gt;
  
  
  🧠 4. &lt;strong&gt;Katalon Studio&lt;/strong&gt;
&lt;/h2&gt;

&lt;h3&gt;
  
  
  AI-Augmented Test Automation
&lt;/h3&gt;

&lt;p&gt;&lt;strong&gt;Katalon&lt;/strong&gt; supports web, API, mobile, and desktop testing with AI features like flaky test detection and object spy.&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;🔗 Link: &lt;a href="https://www.katalon.com/" rel="noopener noreferrer"&gt;https://www.katalon.com/&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;🔍 Key Features:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Flaky test detection with ML&lt;/li&gt;
&lt;li&gt;Built-in visual testing&lt;/li&gt;
&lt;li&gt;Integrated analytics and reporting&lt;/li&gt;
&lt;li&gt;Plugin ecosystem&lt;/li&gt;
&lt;/ul&gt;


&lt;/li&gt;

&lt;/ul&gt;




&lt;h2&gt;
  
  
  🧠 5. &lt;strong&gt;mabl&lt;/strong&gt;
&lt;/h2&gt;

&lt;h3&gt;
  
  
  Smart Functional Testing with ML-Powered Insights
&lt;/h3&gt;

&lt;p&gt;&lt;strong&gt;mabl&lt;/strong&gt; enables fast test creation and maintenance with ML capabilities like visual regression and anomaly detection.&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;🔗 Link: &lt;a href="https://www.mabl.com/" rel="noopener noreferrer"&gt;https://www.mabl.com/&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;🔍 Key Features:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Self-healing tests&lt;/li&gt;
&lt;li&gt;Visual testing integration&lt;/li&gt;
&lt;li&gt;CI/CD compatibility&lt;/li&gt;
&lt;li&gt;User behavior monitoring&lt;/li&gt;
&lt;/ul&gt;


&lt;/li&gt;

&lt;/ul&gt;




&lt;h2&gt;
  
  
  🧠 6. &lt;strong&gt;Test.ai&lt;/strong&gt;
&lt;/h2&gt;

&lt;h3&gt;
  
  
  AI-Driven UI Testing Automation
&lt;/h3&gt;

&lt;p&gt;&lt;strong&gt;Test.ai&lt;/strong&gt; focuses on training bots to recognize and test app UIs like a human. It aims to automate end-to-end UX scenarios.&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;🔗 GitHub: &lt;a href="https://github.com/testdotai" rel="noopener noreferrer"&gt;https://github.com/testdotai&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;🔍 Key Features:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Pre-trained AI agents&lt;/li&gt;
&lt;li&gt;Scalable mobile testing&lt;/li&gt;
&lt;li&gt;Minimal scripting required&lt;/li&gt;
&lt;/ul&gt;


&lt;/li&gt;

&lt;/ul&gt;




&lt;h2&gt;
  
  
  🧠 7. &lt;strong&gt;Sauce Labs&lt;/strong&gt;
&lt;/h2&gt;

&lt;h3&gt;
  
  
  Cloud-Based Testing with AI Enhancements
&lt;/h3&gt;

&lt;p&gt;&lt;strong&gt;Sauce Labs&lt;/strong&gt; integrates AI analytics to boost test quality and visibility, especially in cross-browser testing environments.&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;🔗 Link: &lt;a href="https://www.saucelabs.com/" rel="noopener noreferrer"&gt;https://www.saucelabs.com/&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;🔍 Key Features:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Test insights with AI root cause analysis&lt;/li&gt;
&lt;li&gt;Supports Selenium, Appium, and others&lt;/li&gt;
&lt;li&gt;CI/CD integration and scalability&lt;/li&gt;
&lt;/ul&gt;


&lt;/li&gt;

&lt;/ul&gt;




&lt;h2&gt;
  
  
  🔗 Source &amp;amp; Credits
&lt;/h2&gt;

&lt;p&gt;This article is based on:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Emmanuel Mumba’s DEV article on the top AI testing tools of 2025&lt;/li&gt;
&lt;li&gt;&lt;a href="https://github.com/tokyo-dal/awesome-ai-coding-tools" rel="noopener noreferrer"&gt;Awesome AI Coding Tools GitHub repository&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;




&lt;h2&gt;
  
  
  🔮 Final Thoughts
&lt;/h2&gt;

&lt;p&gt;AI isn’t just a buzzword in testing anymore—it’s the foundation of modern QA strategy. These tools help QA engineers build faster, smarter, and more reliable test systems that adapt to evolving software. Embracing these platforms is key to future-proofing your dev and release cycles.&lt;/p&gt;

</description>
      <category>ai</category>
      <category>testing</category>
      <category>devtools</category>
    </item>
    <item>
      <title>A list of all AI Tools for Coding!</title>
      <dc:creator>Tokyo Dal</dc:creator>
      <pubDate>Mon, 30 Jun 2025 04:21:52 +0000</pubDate>
      <link>https://forem.com/tokyodal/a-list-of-all-ai-tools-for-coding-42o</link>
      <guid>https://forem.com/tokyodal/a-list-of-all-ai-tools-for-coding-42o</guid>
      <description>&lt;div class="ltag__link--embedded"&gt;
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  &lt;a href="https://dev.to/tokyodal/awesome-ai-coding-tools-curated-tools-to-supercharge-your-dev-workflow-5770" class="crayons-story__hidden-navigation-link"&gt;Awesome AI Coding Tools – Curated Tools to Supercharge Your Dev Workflow&lt;/a&gt;


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              Tokyo Dal
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                Tokyo Dal
                
              
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                      &lt;span class="crayons-link crayons-subtitle-2 mt-5"&gt;Tokyo Dal&lt;/span&gt;
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</description>
      <category>ai</category>
      <category>vibecoding</category>
      <category>cursor</category>
      <category>github</category>
    </item>
    <item>
      <title>Awesome AI Coding Tools – Curated Tools to Supercharge Your Dev Workflow</title>
      <dc:creator>Tokyo Dal</dc:creator>
      <pubDate>Sun, 29 Jun 2025 03:44:39 +0000</pubDate>
      <link>https://forem.com/tokyodal/awesome-ai-coding-tools-curated-tools-to-supercharge-your-dev-workflow-5770</link>
      <guid>https://forem.com/tokyodal/awesome-ai-coding-tools-curated-tools-to-supercharge-your-dev-workflow-5770</guid>
      <description>&lt;p&gt;Hey devs! 👋&lt;/p&gt;

&lt;p&gt;I just launched &lt;a href="https://github.com/tokyo-dal/awesome-ai-coding-tools" rel="noopener noreferrer"&gt;&lt;strong&gt;Awesome AI Coding Tools&lt;/strong&gt;&lt;/a&gt;, an open-source, ever-growing collection of the best AI-powered tools for software development. If you're curious about how AI can make your coding life faster, easier, and more productive — this is for you.&lt;/p&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%2Fopengraph.githubassets.com%2F1%2Ftokyo-dal%2Fawesome-ai-coding-tools" 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%2Fopengraph.githubassets.com%2F1%2Ftokyo-dal%2Fawesome-ai-coding-tools" alt="Repo Cover" width="1200" height="600"&gt;&lt;/a&gt;&lt;/p&gt;




&lt;h2&gt;
  
  
  🧠 Why I Built This
&lt;/h2&gt;

&lt;p&gt;AI is revolutionizing how we build software — from autocomplete and code generation to debugging, documentation, and even learning new languages and frameworks. But with so many new tools launching daily, it’s tough to keep track.&lt;/p&gt;

&lt;p&gt;So I created this repo as a curated list of &lt;strong&gt;high-quality, actively maintained AI tools&lt;/strong&gt; that are actually useful for developers. Think of it as your go-to resource for staying ahead of the curve.&lt;/p&gt;




&lt;h2&gt;
  
  
  🔍 What You'll Find
&lt;/h2&gt;

&lt;p&gt;The tools are grouped into categories like:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;✍️ &lt;strong&gt;Code Generation &amp;amp; Autocomplete&lt;/strong&gt; – Copilot, Codeium, etc.&lt;/li&gt;
&lt;li&gt;🐞 &lt;strong&gt;Debugging &amp;amp; Testing&lt;/strong&gt;
&lt;/li&gt;
&lt;li&gt;📚 &lt;strong&gt;Documentation &amp;amp; Comments&lt;/strong&gt;
&lt;/li&gt;
&lt;li&gt;🧪 &lt;strong&gt;Experimentation &amp;amp; Prototyping&lt;/strong&gt;
&lt;/li&gt;
&lt;li&gt;🌐 &lt;strong&gt;AI Agents &amp;amp; DevOps Assistants&lt;/strong&gt;
&lt;/li&gt;
&lt;li&gt;🧰 &lt;strong&gt;IDE Plugins &amp;amp; Extensions&lt;/strong&gt;
&lt;/li&gt;
&lt;li&gt;🤖 &lt;strong&gt;Self-Hosted/OSS Options&lt;/strong&gt;
&lt;/li&gt;
&lt;li&gt;⚡ &lt;strong&gt;CLI Tools&lt;/strong&gt;
&lt;/li&gt;
&lt;li&gt;📘 &lt;strong&gt;Learning &amp;amp; Tutorials&lt;/strong&gt;
&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;…and more coming soon!&lt;/p&gt;

&lt;p&gt;Each entry includes a quick description, link, and notes on platform support (web, VS Code, CLI, etc.).&lt;/p&gt;




&lt;h2&gt;
  
  
  🤝 Contributions Welcome!
&lt;/h2&gt;

&lt;p&gt;This is an open project — so if you know an awesome AI tool that’s not listed yet, feel free to &lt;a href="https://github.com/tokyo-dal/awesome-ai-coding-tools/pulls" rel="noopener noreferrer"&gt;open a PR&lt;/a&gt; or &lt;a href="https://github.com/tokyo-dal/awesome-ai-coding-tools/issues" rel="noopener noreferrer"&gt;submit an issue&lt;/a&gt;. Let’s build the most useful AI tool reference together. 💪&lt;/p&gt;




&lt;h2&gt;
  
  
  🌍 Check It Out
&lt;/h2&gt;

&lt;p&gt;👉 &lt;a href="https://github.com/tokyo-dal/awesome-ai-coding-tools" rel="noopener noreferrer"&gt;tokyo-dal/awesome-ai-coding-tools&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Give it a ⭐ if you find it helpful — it helps more devs discover the project!&lt;/p&gt;




&lt;h2&gt;
  
  
  🗣️ I'd Love Feedback
&lt;/h2&gt;

&lt;p&gt;Have suggestions? Want to see more categories? Tried any of the tools and have thoughts? Drop a comment below — I’d love to hear what you think!&lt;/p&gt;




&lt;p&gt;Thanks for reading and happy coding! ⚙️✨&lt;br&gt;
– &lt;a href="https://github.com/tokyo-dal" rel="noopener noreferrer"&gt;@tokyo_dal&lt;/a&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>vibecoding</category>
      <category>cursor</category>
      <category>github</category>
    </item>
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