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    <title>DEV Community: MW</title>
    <description>The latest articles on DEV Community by MW (@mweed).</description>
    <link>https://dev.to/mweed</link>
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      <title>DEV Community: MW</title>
      <link>https://dev.to/mweed</link>
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    <item>
      <title>New Year, New You Portfolio Challenge - Evolving "Portfolios" into an Agent</title>
      <dc:creator>MW</dc:creator>
      <pubDate>Fri, 30 Jan 2026 03:08:44 +0000</pubDate>
      <link>https://dev.to/mweed/new-year-new-you-portfolio-challenge-evolving-portfolios-into-an-agent-5d9i</link>
      <guid>https://dev.to/mweed/new-year-new-you-portfolio-challenge-evolving-portfolios-into-an-agent-5d9i</guid>
      <description>&lt;p&gt;&lt;em&gt;This is a submission for the &lt;a href="https://dev.to/challenges/new-year-new-you-google-ai-2025-12-31"&gt;New Year, New You Portfolio Challenge Presented by Google AI&lt;/a&gt;&lt;/em&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  About Me
&lt;/h2&gt;

&lt;p&gt;I'm Michael Weed, a Solution Architect and Agentic AI Engineer who's spent the last decade bridging enterprise systems (Salesforce, AWS, Google Cloud) in high-compliance environments (HIPAA, PCI-DSS, SOC2). I've grown tired of static portfolios that say "I know AI" without proving it.&lt;/p&gt;

&lt;p&gt;So I built &lt;a href="https://github.com/MichaelWeed/atlas-g-protocol" rel="noopener noreferrer"&gt;Atlas-G Protocol&lt;/a&gt;, a portfolio that isn't just about AI - it &lt;em&gt;is&lt;/em&gt; AI. Give it a try below.&lt;/p&gt;

&lt;h2&gt;
  
  
  Portfolio
&lt;/h2&gt;

&lt;p&gt;

&lt;/p&gt;
&lt;div class="ltag__cloud-run"&gt;
  &lt;iframe height="600px" src="https://atlas-g-protocol-651633010401.us-central1.run.app"&gt;
  &lt;/iframe&gt;
&lt;/div&gt;




&lt;h2&gt;
  
  
  How I Built It
&lt;/h2&gt;

&lt;p&gt;The Core Idea is Agent-to-Agent Communication&lt;br&gt;
Traditional portfolios are read by humans. Mine is designed to be queried by humans &lt;strong&gt;and&lt;/strong&gt; agents. Built with the power of Google Antigravity to use Cloud Run functions.&lt;/p&gt;

&lt;p&gt;The Atlas-G Protocol exposes an MCP (Model Context Protocol) server that allows any MCP-compatible environment - Claude Desktop, Gemini CLI, Cursor, or Antigravity - to connect and interview me programmatically. Your agent can ask my agent about my experience, verify my claims, and audit my project architectures, all through standardized tool calls.&lt;/p&gt;

&lt;p&gt;This is the future of recruiting: Agents screening agents. Instead of a recruiter scanning a PDF, their AI assistant calls &lt;br&gt;
&lt;code&gt;mcp_query_resume("Experience with HIPAA-compliant systems")&lt;/code&gt;&lt;br&gt;
 and gets a verified, structured response.&lt;/p&gt;

&lt;h3&gt;
  
  
  Tech Stack
&lt;/h3&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%2Fh37a54zixh8vd3rihcc8.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%2Fh37a54zixh8vd3rihcc8.png" alt="Tech Stack"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://atlas-g-protocol-651633010401.us-central1.run.app/" rel="noopener noreferrer"&gt;https://atlas-g-protocol-651633010401.us-central1.run.app/&lt;/a&gt;&lt;br&gt;
The function is also deployed to full domain &lt;a href="//michaelweed.xyz"&gt;michaelweed.xyz&lt;/a&gt;&lt;/p&gt;

&lt;h3&gt;
  
  
  The Governance Layer
&lt;/h3&gt;

&lt;p&gt;Every response passes through a validation layer that:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Cross-references claims against my resume knowledge graph&lt;/li&gt;
&lt;li&gt;Blocks hallucinations before they reach the user&lt;/li&gt;
&lt;li&gt;Logs compliance checks in real-time to a visible audit stream&lt;/li&gt;
&lt;li&gt;If the agent tries to claim I worked somewhere I didn't, the Governance Layer catches it. &lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;This is the kind of production-grade guardrail I architect for my clients, now demonstrated live.&lt;/p&gt;

&lt;h2&gt;
  
  
  What I'm Most Proud Of
&lt;/h2&gt;

&lt;ol&gt;
&lt;li&gt;The "Interview Me" MCP Server
Other developers can point their AI tools at my portfolio and have a conversation with it. Here's how:&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;For &lt;a href="https://cursor.com/docs/context/mcp" rel="noopener noreferrer"&gt;Cursor&lt;/a&gt; / &lt;a href="https://claude.com/docs/connectors/building/mcp-apps/getting-started" rel="noopener noreferrer"&gt;Claude Desktop&lt;/a&gt; / &lt;a href="https://antigravity.google/docs/mcp" rel="noopener noreferrer"&gt;Antigravity&lt;/a&gt; users, the easiest way is to add it as a Native SSE server:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Type: SSE&lt;/li&gt;
&lt;li&gt;URL: &lt;a href="https://atlas-g-protocol-651633010401.us-central1.run.app/mcp/" rel="noopener noreferrer"&gt;https://atlas-g-protocol-651633010401.us-central1.run.app/mcp/&lt;/a&gt;
Alternatively, use the mcp-remote bridge:
&lt;/li&gt;
&lt;/ul&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;{
  "mcpServers": {
    "atlas-g-protocol": {
      "command": "npx",
      "args": ["-y", "mcp-remote", "https://atlas-g-protocol-651633010401.a.run.app/mcp"]
    }
  }
}
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Then your agent can call tools like:&lt;/p&gt;

&lt;p&gt;mcp_query_resume("Salesforce experience")&lt;br&gt;
 → Semantic search over my career&lt;br&gt;
mcp_verify_employment("Salesforce", "Solution Architect")&lt;br&gt;
 → Verify my claims&lt;br&gt;
mcp_audit_project("Atlas Engine")&lt;br&gt;
 → Deep-dive architecture with GitHub links&lt;br&gt;
mcp_check_availability()&lt;br&gt;
 → See if I'm available for contract work&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;&lt;p&gt;The Live Audit Log&lt;br&gt;
Watch the agent "think" in real-time. Every compliance check, every validation step, every governance decision is streamed to the UI. It's not a gimmick—it's proof of work.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Privacy by Design&lt;br&gt;
My resume data never touches the public repo. The &lt;br&gt;
resume.txt file is gitignored, and the template is provided for anyone who wants to fork and personalize. The agent reads from local data, so my PII stays private while my capabilities stay public.&lt;/p&gt;&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;Try it now: Connect your agent to my portfolio and see what agentic architecture actually looks like in production.&lt;/p&gt;

</description>
      <category>devchallenge</category>
      <category>googleaichallenge</category>
      <category>portfolio</category>
      <category>gemini</category>
    </item>
    <item>
      <title>I Built a $150k AI Sales Acceleration Platform with AWS + Salesforce and Open-Sourced the Entire Thing</title>
      <dc:creator>MW</dc:creator>
      <pubDate>Thu, 20 Nov 2025 11:42:55 +0000</pubDate>
      <link>https://dev.to/mweed/i-built-a-150k-ai-sales-acceleration-platform-with-aws-salesforce-and-open-sourced-the-entire-11b0</link>
      <guid>https://dev.to/mweed/i-built-a-150k-ai-sales-acceleration-platform-with-aws-salesforce-and-open-sourced-the-entire-11b0</guid>
      <description>&lt;p&gt;Two weeks ago I finished a client-level project that cost $150k+ in consulting fees.&lt;/p&gt;

&lt;p&gt;Then, I open-sourced every line of it.&lt;/p&gt;

&lt;p&gt;Meet Atlas Engine → &lt;a href="https://github.com/MichaelWeed/atlas-engine" rel="noopener noreferrer"&gt;https://github.com/MichaelWeed/atlas-engine&lt;/a&gt;&lt;br&gt;
Live demo → &lt;a href="https://atlasengine.net" rel="noopener noreferrer"&gt;https://atlasengine.net&lt;/a&gt; (yes, it will actually call your phone)&lt;br&gt;
In under 60 seconds it:&lt;/p&gt;

&lt;p&gt;Captures a web lead&lt;br&gt;
Creates a Salesforce Lead&lt;br&gt;
Generates a personalized AI script with Claude 3.5&lt;br&gt;
Calls their phone with Amazon Connect&lt;br&gt;
Lets them talk naturally to the AI&lt;br&gt;
Summarizes the call and updates Salesforce&lt;/p&gt;

&lt;p&gt;100% free. 30-minute deploy. Go build something valuable&lt;/p&gt;

</description>
      <category>aws</category>
      <category>salesforce</category>
      <category>ai</category>
      <category>opensource</category>
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