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    <title>DEV Community: A. S. Md. Ferdousul Haque</title>
    <description>The latest articles on DEV Community by A. S. Md. Ferdousul Haque (@ferdousulhaque).</description>
    <link>https://dev.to/ferdousulhaque</link>
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      <title>DEV Community: A. S. Md. Ferdousul Haque</title>
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    <item>
      <title>How I Earned $700 in AWS Credits as an AWS Community Builder</title>
      <dc:creator>A. S. Md. Ferdousul Haque</dc:creator>
      <pubDate>Mon, 02 Nov 2026 15:55:22 +0000</pubDate>
      <link>https://dev.to/aws-builders/how-i-earned-700-in-aws-credits-as-an-aws-community-builder-24gc</link>
      <guid>https://dev.to/aws-builders/how-i-earned-700-in-aws-credits-as-an-aws-community-builder-24gc</guid>
      <description>&lt;p&gt;I got &lt;strong&gt;$700 worth of AWS credits&lt;/strong&gt; to play and learn across the AWS ecosystem, and you can follow the same path. Here's how.&lt;/p&gt;

&lt;h2&gt;
  
  
  TL;DR: Where the $700 comes from
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Source&lt;/th&gt;
&lt;th&gt;Credits&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;AWS Community Builders Program&lt;/td&gt;
&lt;td&gt;$500&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;New AWS account bonus&lt;/td&gt;
&lt;td&gt;$100&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;"Explore AWS" tasks (5 × $20)&lt;/td&gt;
&lt;td&gt;up to $100&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Total&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;up to $700&lt;/strong&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  Step 1: Join the AWS Community Builders Program
&lt;/h2&gt;

&lt;p&gt;The program opens for applications once a year, usually around &lt;strong&gt;November/December&lt;/strong&gt;. To get in:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Join the waitlist and submit your interest.&lt;/li&gt;
&lt;li&gt;Share your engaging posts and community contributions, since these are what get you noticed.&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;&lt;strong&gt;Benefits include:&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;✨ $500 in AWS credits for your projects&lt;/li&gt;
&lt;li&gt;✨ Exclusive sessions with AWS product teams&lt;/li&gt;
&lt;li&gt;✨ 50% discount on AWS re:Invent tickets&lt;/li&gt;
&lt;li&gt;✨ One year of free CloudAcademy access&lt;/li&gt;
&lt;li&gt;✨ A free AWS certification of your choice&lt;/li&gt;
&lt;li&gt;✨ A global network of 3,000+ AWS experts&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;Apply here:&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;📌 &lt;a href="https://lnkd.in/dhYP-dSH" rel="noopener noreferrer"&gt;Join the waitlist&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;📌 &lt;a href="https://lnkd.in/dTHpHiTx" rel="noopener noreferrer"&gt;Program details&lt;/a&gt;
&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Step 2: Get into the Builders portal and Slack
&lt;/h2&gt;

&lt;p&gt;Once you're selected, you get access to the &lt;strong&gt;AWS Builders portal&lt;/strong&gt; and the Community Builders &lt;strong&gt;Slack workspace&lt;/strong&gt;. The Slack is active and worth joining for its own sake. Members post new things constantly, and you hear about upcoming AWS products before they launch.&lt;/p&gt;

&lt;h2&gt;
  
  
  Step 3: Claim your $500 credits
&lt;/h2&gt;

&lt;p&gt;Watch the &lt;code&gt;#cb-announcements&lt;/code&gt; Slack channel. When the time comes, the team posts a link to claim your &lt;strong&gt;$500 in AWS credits&lt;/strong&gt;.&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;⚠️ &lt;strong&gt;Heads up:&lt;/strong&gt; every member gets a unique credit link. Don't share it, and don't redeem it on a company account.&lt;/p&gt;
&lt;/blockquote&gt;

&lt;h2&gt;
  
  
  Step 4: Create your AWS account (+$100)
&lt;/h2&gt;

&lt;p&gt;Use your personal credit link to create an account in the AWS Console.&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;You'll need an &lt;strong&gt;international credit card&lt;/strong&gt;. AWS usually makes a $1 charge to verify the card, then refunds it.&lt;/li&gt;
&lt;li&gt;As a first-year user, AWS gives you &lt;strong&gt;$100 in credits&lt;/strong&gt; to experiment with.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Running total: &lt;strong&gt;$600&lt;/strong&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  Step 5: Complete the "Explore AWS" tasks (+$100)
&lt;/h2&gt;

&lt;p&gt;After sign-up, the console shows a new &lt;strong&gt;Explore AWS&lt;/strong&gt; section covering popular services such as EC2, Serverless, RDS, Bedrock and Cost Alerts. Each task you complete earns &lt;strong&gt;$20&lt;/strong&gt;, and with five tasks you can earn up to &lt;strong&gt;$100&lt;/strong&gt;.&lt;/p&gt;

&lt;p&gt;I've completed &lt;strong&gt;4 of 5&lt;/strong&gt;, which is &lt;strong&gt;$80&lt;/strong&gt; so far.&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.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F7ly47nbh3vse1n2q4lns.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.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F7ly47nbh3vse1n2q4lns.png" alt="Explore AWS" width="799" height="284"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  Step 6: Check your Billing page
&lt;/h2&gt;

&lt;p&gt;Open the &lt;strong&gt;Billing&lt;/strong&gt; page to see a full breakdown of every credit and where it came from.&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.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Flwguu8ncbiyaouc4pz8g.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.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Flwguu8ncbiyaouc4pz8g.png" alt="Billing page" width="800" height="347"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  Wrap-up
&lt;/h2&gt;

&lt;p&gt;That's how you can reach &lt;strong&gt;$700 in credits in your first year&lt;/strong&gt; as an AWS Community Builder. That's plenty of room to build, break and learn on AWS without worrying about the bill.&lt;/p&gt;

&lt;p&gt;If you apply, I'd love to hear how it goes. Drop a comment below, and follow me for more AWS content. 🚀&lt;/p&gt;

&lt;p&gt;&lt;em&gt;Program terms and credit amounts can change, so check the official AWS Community Builders pages for the latest details.&lt;/em&gt;&lt;/p&gt;

</description>
      <category>aws</category>
      <category>cloud</category>
      <category>beginners</category>
      <category>career</category>
    </item>
    <item>
      <title>Opencode for Agentic Development with Local LLMs</title>
      <dc:creator>A. S. Md. Ferdousul Haque</dc:creator>
      <pubDate>Sun, 23 Nov 2025 12:48:22 +0000</pubDate>
      <link>https://dev.to/ferdousulhaque/opencode-for-agentic-development-with-local-llms-2h4k</link>
      <guid>https://dev.to/ferdousulhaque/opencode-for-agentic-development-with-local-llms-2h4k</guid>
      <description>&lt;p&gt;Agentic development is rapidly transforming the way developers design, build, and ship software. Tools like Opencode let developers pair powerful local LLMs with intelligent agents to automate coding tasks, refactor large codebases, and accelerate development—all while keeping data private and within your own machine.&lt;/p&gt;

&lt;p&gt;If you want to get started with Opencode using local LLMs (like Llama, Mistral, Qwen, DeepSeek, Gemma), here’s a simple, practical guide. before that, let's know&lt;/p&gt;

&lt;h2&gt;
  
  
  Why OpenCode?
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Agentic workflows&lt;/strong&gt; – AI agents that can modify your codebase intelligently.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Local-first development&lt;/strong&gt; – Integrate your own LLM running on GPU or CPU.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Extensibility&lt;/strong&gt; – Bring your own models, tools, and workflows.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Security &amp;amp; Privacy&lt;/strong&gt; – No proprietary code leaves your machine.&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Pre-requisites:
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;Ollama&lt;/li&gt;
&lt;li&gt;GhostTTY&lt;/li&gt;
&lt;li&gt;Opencode&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Install and Run a Local LLM
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;Go to &lt;a href="https://ollama.com" rel="noopener noreferrer"&gt;Ollama&lt;/a&gt; and follow the steps to install on your OS&lt;/li&gt;
&lt;li&gt;Add the desired LLM that supports agentic flow e.g. qwen3:8B, llama3.1:8b and so on. Check on ollama site.&lt;/li&gt;
&lt;li&gt;Run the following to install Qwen LLM to your local environment
&lt;/li&gt;
&lt;/ul&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;ollama pull qwen3:8b
ollama list
ollama run qwen3:8b
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;ul&gt;
&lt;li&gt;Now add the following tweaking to increase context window for agents to work properly.
&lt;/li&gt;
&lt;/ul&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;ollama run &amp;lt;model_name&amp;gt;
&amp;gt;&amp;gt;&amp;gt; /set parameter num_ctx 32768
&amp;gt;&amp;gt;&amp;gt; /save &amp;lt;model_name&amp;gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  Install Ghostty
&lt;/h3&gt;

&lt;p&gt;There are several TTY supported with opencode, I prefer ghostty which is very simple at the same time good UIUX. Follow instructions on  &lt;a href="https://ghostty.org/docs/install/binary" rel="noopener noreferrer"&gt;Ghostty&lt;/a&gt; to install.&lt;/p&gt;

&lt;h3&gt;
  
  
  Install OpenCode
&lt;/h3&gt;

&lt;p&gt;Follow instructions on &lt;a href="https://opencode.ai/docs/" rel="noopener noreferrer"&gt;OpenCode&lt;/a&gt; to install.&lt;/p&gt;

&lt;h2&gt;
  
  
  Configuration
&lt;/h2&gt;

&lt;p&gt;Once the pre-requisite steps are done. Now comes the execution part. First we need to add the LLM to the OpenCode config &lt;code&gt;opencode.json&lt;/code&gt; file located at &lt;code&gt;.config/opencode/opencode.json&lt;/code&gt; to work on.&lt;/p&gt;

&lt;p&gt;For more providers of opencode check &lt;a href="https://opencode.ai/docs/providers/" rel="noopener noreferrer"&gt;here&lt;/a&gt;&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;{
  "$schema": "https://opencode.ai/config.json",
  "provider": {
    "ollama": {
      "npm": "@ai-sdk/openai-compatible",
      "name": "Ollama (local)",
      "options": {
        "baseURL": "http://localhost:11434/v1"
      },
      "models": {
        "qwen3:8b": {
          "name": "qwen3:8b"
        }
      }
    }
  }
}
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Once this is done, opencode is ready for action.&lt;/p&gt;

&lt;h2&gt;
  
  
  Execution
&lt;/h2&gt;

&lt;p&gt;Now let's build something. Follow the steps:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Open the ghostty terminal&lt;/li&gt;
&lt;li&gt;Create a directory for the application&lt;/li&gt;
&lt;li&gt;Run &lt;code&gt;opencode&lt;/code&gt; inside the directory&lt;/li&gt;
&lt;/ul&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%2Fvfaumxulwbqwc02mq84t.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%2Fvfaumxulwbqwc02mq84t.png" alt="OpenCode in Ghostty" width="800" height="390"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Select the model from &lt;code&gt;/models&lt;/code&gt;
&lt;/li&gt;
&lt;/ul&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%2Fxhuqf1f806b7xqrtixzu.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%2Fxhuqf1f806b7xqrtixzu.png" alt="Select Local Model" width="800" height="511"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;By using TAB of keyboard select the &lt;code&gt;BUILD AGENT&lt;/code&gt; mode&lt;/li&gt;
&lt;li&gt;Give prompt for generating the code for new features or fix a bug in the application&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Final Product
&lt;/h2&gt;

&lt;p&gt;I just build a tic-tac-toe game using the local LLM, although my CPUs are burning now 🔥 &lt;a href="https://ferdousulhaque.github.io/tic-tac-toe/" rel="noopener noreferrer"&gt;Play here&lt;/a&gt;&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%2F8m8s5ynfnvt4l8ghpg72.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%2F8m8s5ynfnvt4l8ghpg72.png" alt="Tic Tac Toe Game" width="800" height="837"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  Benefits of Using Local LLMs
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;Zero data leakage across the internet&lt;/li&gt;
&lt;li&gt;Better cost efficiency—no API billing&lt;/li&gt;
&lt;li&gt;Unlimited customization of models&lt;/li&gt;
&lt;li&gt;Offline development&lt;/li&gt;
&lt;li&gt;Faster iteration with GPU acceleration&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Setting up Opencode with a local LLM unlocks a powerful, private, and fully autonomous coding partner. Whether you're building services, refactoring monoliths, or improving developer productivity, agentic development gives you a major edge.&lt;/p&gt;

&lt;p&gt;If you're working with large codebases or exploring AI-powered software engineering, this setup is one of the best ways to get started.&lt;/p&gt;

</description>
      <category>agents</category>
      <category>ai</category>
      <category>llm</category>
      <category>privacy</category>
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