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    <title>DEV Community: Muhammed Amar</title>
    <description>The latest articles on DEV Community by Muhammed Amar (@muhammed_amar_c88d3b3c909).</description>
    <link>https://dev.to/muhammed_amar_c88d3b3c909</link>
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      <title>DEV Community: Muhammed Amar</title>
      <link>https://dev.to/muhammed_amar_c88d3b3c909</link>
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    <language>en</language>
    <item>
      <title>I Built "Agent Intel Brief" — Here Is Why It Exists and How It Works</title>
      <dc:creator>Muhammed Amar</dc:creator>
      <pubDate>Sun, 17 May 2026 06:13:18 +0000</pubDate>
      <link>https://dev.to/muhammed_amar_c88d3b3c909/i-built-agent-intel-brief-here-is-why-it-exists-and-how-it-works-2kcc</link>
      <guid>https://dev.to/muhammed_amar_c88d3b3c909/i-built-agent-intel-brief-here-is-why-it-exists-and-how-it-works-2kcc</guid>
      <description>&lt;p&gt;I kept seeing the same problem, so I built &lt;strong&gt;Agent Intel Brief&lt;/strong&gt; to solve it.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;The problem:&lt;/strong&gt; Daily 7am competitor intel on the AI agent industry. Funding, launches, platform moves — analysed, not summarised.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;The solution:&lt;/strong&gt; 📰 Agent Intel Brief — £12/mo&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Why now:&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;The market is moving fast and most people cannot keep up&lt;/li&gt;
&lt;li&gt;Existing solutions are either too expensive or too complex&lt;/li&gt;
&lt;li&gt;This is a solo-built alternative that just works&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;Stack:&lt;/strong&gt; Cloudflare Pages + Stripe + automation cron jobs&lt;/p&gt;

&lt;p&gt;Try it at &lt;strong&gt;&lt;a href="https://theaisuite.pages.dev" rel="noopener noreferrer"&gt;theaisuite.pages.dev&lt;/a&gt;&lt;/strong&gt; — would love feedback from the dev.to community.&lt;/p&gt;




&lt;p&gt;🔗 &lt;strong&gt;&lt;a href="https://theaisuite.pages.dev" rel="noopener noreferrer"&gt;theaisuite.pages.dev&lt;/a&gt;&lt;/strong&gt; — 14 AI products, all with Stripe checkout.&lt;/p&gt;

</description>
      <category>ai</category>
      <category>startup</category>
      <category>productivity</category>
      <category>webdev</category>
    </item>
    <item>
      <title>Microsoft Proved AI Agents Degrade. I Built the Monitoring Layer.</title>
      <dc:creator>Muhammed Amar</dc:creator>
      <pubDate>Sun, 17 May 2026 00:41:42 +0000</pubDate>
      <link>https://dev.to/muhammed_amar_c88d3b3c909/microsoft-proved-ai-agents-degrade-i-built-the-monitoring-layer-41fl</link>
      <guid>https://dev.to/muhammed_amar_c88d3b3c909/microsoft-proved-ai-agents-degrade-i-built-the-monitoring-layer-41fl</guid>
      <description>&lt;p&gt;Microsoft dropped the DELEGATE-52 benchmark this month. The result: &lt;strong&gt;AI agents lose significant content quality across extended task chains.&lt;/strong&gt; Only Python programming passed the readiness threshold after 20+ delegated interactions.&lt;/p&gt;

&lt;p&gt;Anthropic responded with evaluator models. Honeycomb launched Agent Timeline. Palo Alto Networks is acquiring Portkey for agent security.&lt;/p&gt;

&lt;p&gt;But nobody has built the actual monitoring layer that sits between your agent and the world, checking every output. So I built it.&lt;/p&gt;




&lt;h2&gt;
  
  
  Agent Reliability Monitor
&lt;/h2&gt;

&lt;p&gt;A proxy layer that wraps your agent API endpoints and checks every interaction against 6 quality dimensions:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;
&lt;strong&gt;Completeness&lt;/strong&gt; — did the agent drop any instructions?&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Consistency&lt;/strong&gt; — does the output match the input requirements?&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Hallucination&lt;/strong&gt; — did the agent invent facts?&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Compliance&lt;/strong&gt; — does it follow your business rules?&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Sentiment drift&lt;/strong&gt; — is tone shifting over time?&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Task completion&lt;/strong&gt; — did it actually finish the job?&lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  Pricing (3 tiers)
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Plan&lt;/th&gt;
&lt;th&gt;Price&lt;/th&gt;
&lt;th&gt;Endpoints&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Starter&lt;/td&gt;
&lt;td&gt;£49/mo&lt;/td&gt;
&lt;td&gt;1&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Growth&lt;/td&gt;
&lt;td&gt;£149/mo&lt;/td&gt;
&lt;td&gt;5&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Enterprise&lt;/td&gt;
&lt;td&gt;£399/mo&lt;/td&gt;
&lt;td&gt;Unlimited&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;p&gt;All tiers include daily drift reports and Slack alerts. Enterprise adds SOC 2 compliance reporting.&lt;/p&gt;

&lt;h2&gt;
  
  
  The Bigger Picture
&lt;/h2&gt;

&lt;p&gt;We are deploying AI agents into production faster than we can monitor them. Every major research paper this quarter proves the same thing: &lt;strong&gt;agents drift.&lt;/strong&gt; The tooling layer between "agent runs" and "agent works reliably" is where the next $10B companies get built.&lt;/p&gt;

&lt;p&gt;This is my bet on that layer.&lt;/p&gt;




&lt;p&gt;&lt;strong&gt;&lt;a href="https://theaisuite.pages.dev/reliability" rel="noopener noreferrer"&gt;Try it at theaisuite.pages.dev/reliability&lt;/a&gt;&lt;/strong&gt; — 7-day free trial, no credit card.&lt;/p&gt;

</description>
      <category>ai</category>
      <category>devops</category>
      <category>startup</category>
      <category>productivity</category>
    </item>
    <item>
      <title>I Built an AI SEO Audit Tool — Here Is Why Every Business Needs One in 2026</title>
      <dc:creator>Muhammed Amar</dc:creator>
      <pubDate>Sun, 17 May 2026 00:37:26 +0000</pubDate>
      <link>https://dev.to/muhammed_amar_c88d3b3c909/i-built-an-ai-seo-audit-tool-here-is-why-every-business-needs-one-in-2026-g5h</link>
      <guid>https://dev.to/muhammed_amar_c88d3b3c909/i-built-an-ai-seo-audit-tool-here-is-why-every-business-needs-one-in-2026-g5h</guid>
      <description>&lt;p&gt;Google Analytics just added an "AI Assistant" traffic channel. ChatGPT, Claude, and Gemini now drive referral traffic — and most businesses have no idea if they are being recommended or ignored.&lt;/p&gt;

&lt;p&gt;So I built an &lt;strong&gt;AI SEO Audit Tool&lt;/strong&gt; that checks exactly how your business appears across all 3 platforms.&lt;/p&gt;




&lt;h2&gt;
  
  
  The Problem
&lt;/h2&gt;

&lt;p&gt;When someone asks ChatGPT "What is the best analytics tool?", it names 3-5 companies. If you are not on that list, you do not exist to the millions of people using AI for purchase decisions.&lt;/p&gt;

&lt;p&gt;This is not theoretical. Google Analytics literally added an "AI Assistant" channel. It is happening right now.&lt;/p&gt;

&lt;h2&gt;
  
  
  What It Does
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;7 query types&lt;/strong&gt; across ChatGPT, Claude, and Gemini&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Visibility scoring&lt;/strong&gt; — are you mentioned at all?&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Sentiment analysis&lt;/strong&gt; — is the mention positive or negative?&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Recommendation tracking&lt;/strong&gt; — does the AI recommend you?&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Competitor gap analysis&lt;/strong&gt; — who IS being recommended instead?&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Monthly improvement reports&lt;/strong&gt; with specific action items&lt;/li&gt;
&lt;/ul&gt;

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

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Stack:&lt;/strong&gt; HTML/CSS on Cloudflare Pages, Stripe for payments, Python engine for AI API queries&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Cost:&lt;/strong&gt; $0/month hosting&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Time:&lt;/strong&gt; 1 day from idea to live&lt;/li&gt;
&lt;/ul&gt;

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

&lt;p&gt;&lt;strong&gt;£99/month&lt;/strong&gt; — daily monitoring, 3 platforms, 7 query types, competitor tracking.&lt;/p&gt;

&lt;p&gt;No credit card needed for the first 7 days.&lt;/p&gt;




&lt;p&gt;&lt;strong&gt;&lt;a href="https://theaisuite.pages.dev/seo-audit" rel="noopener noreferrer"&gt;Try it at theaisuite.pages.dev/seo-audit&lt;/a&gt;&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Would love feedback from other founders — are you monitoring how AI models talk about your business?&lt;/p&gt;

</description>
      <category>ai</category>
      <category>seo</category>
      <category>startup</category>
      <category>marketing</category>
    </item>
    <item>
      <title>I Built 14 AI Products as a Solo Developer — Here They Are</title>
      <dc:creator>Muhammed Amar</dc:creator>
      <pubDate>Sun, 17 May 2026 00:18:45 +0000</pubDate>
      <link>https://dev.to/muhammed_amar_c88d3b3c909/i-built-14-ai-products-as-a-solo-developer-here-they-are-23om</link>
      <guid>https://dev.to/muhammed_amar_c88d3b3c909/i-built-14-ai-products-as-a-solo-developer-here-they-are-23om</guid>
      <description>&lt;p&gt;I spent the last few weeks building an entire suite of AI products — solo. No team. No funding. Just Hermes Agent, some cron jobs, and a lot of late nights.&lt;/p&gt;

&lt;p&gt;All 14 are live at &lt;strong&gt;&lt;a href="https://theaisuite.pages.dev" rel="noopener noreferrer"&gt;theaisuite.pages.dev&lt;/a&gt;&lt;/strong&gt; with Stripe checkout. Here is every single one:&lt;/p&gt;




&lt;h2&gt;
  
  
  💰 Revenue Products
&lt;/h2&gt;

&lt;h3&gt;
  
  
  📰 Agent Intel Brief — £12/mo
&lt;/h3&gt;

&lt;p&gt;Daily 7am UK competitor intelligence brief on the AI agent industry. Funding rounds, product launches, platform moves — analysed, not summarised. Read in 3 minutes.&lt;/p&gt;

&lt;h3&gt;
  
  
  📦 SMB Agent Templates — £59 bundle
&lt;/h3&gt;

&lt;p&gt;5 plug-and-play AI employees: invoice processing, lead qualifying, support triage, voice agent QA, WhatsApp commerce. Drop into Hermes Agent in 5 minutes.&lt;/p&gt;

&lt;h3&gt;
  
  
  🔍 Agent Output Audit — £39 one-time
&lt;/h3&gt;

&lt;p&gt;Your AI is silently editing, hallucinating, and breaking rules. 6 audit checks to catch it before your customers do.&lt;/p&gt;

&lt;h3&gt;
  
  
  🚨 Assistants API Migration — From £300
&lt;/h3&gt;

&lt;p&gt;OpenAI is killing the Assistants API (Aug 26 deadline). Fixed-fee migration audit in 48 hours.&lt;/p&gt;

&lt;h3&gt;
  
  
  🗺️ Google Maps Emergency Fix — From £300
&lt;/h3&gt;

&lt;p&gt;Google killed 4 Maps APIs. Your routing, distance matrix, heatmaps, and drawing tools are broken. 24-hour emergency response.&lt;/p&gt;

&lt;h3&gt;
  
  
  📢 ChatGPT Ads Agency — From £500/mo
&lt;/h3&gt;

&lt;p&gt;OpenAI launched self-serve ads. No minimum spend. Be first on the cheapest CPCs on the internet.&lt;/p&gt;

&lt;h3&gt;
  
  
  🤖 Gemini 2.5 Migration — From £500
&lt;/h3&gt;

&lt;p&gt;Google killed gemini-2.5-flash &amp;amp; pro. 32 days until your production app breaks.&lt;/p&gt;

&lt;h3&gt;
  
  
  📜 EU AI Act Compliance — From £2,000
&lt;/h3&gt;

&lt;p&gt;High-risk enforcement hits Aug 2. €35M fines. Post-Omnibus gap analysis with the NEW deadlines.&lt;/p&gt;

&lt;h3&gt;
  
  
  ✍️ Prompt Packs — Buy Now
&lt;/h3&gt;

&lt;p&gt;250+ premium handcrafted prompts for ChatGPT, Claude &amp;amp; Gemini. Instant download.&lt;/p&gt;

&lt;h3&gt;
  
  
  ♻️ RepurposeKit — $9-29/mo
&lt;/h3&gt;

&lt;p&gt;Turn one piece of content into 15+ formats — tweets, newsletters, carousels, more.&lt;/p&gt;

&lt;h3&gt;
  
  
  🏗️ SubSync AI — Join Waitlist
&lt;/h3&gt;

&lt;p&gt;Subcontractor management, finally fixed. Compliance, CIS deductions, invoices, site coordination.&lt;/p&gt;

&lt;h3&gt;
  
  
  🎧 Voice Agent Monitor — From £49/mo
&lt;/h3&gt;

&lt;p&gt;Daily automated voice agent testing for Vapi, Retell, Bland. Flags hallucinations and drift.&lt;/p&gt;




&lt;h2&gt;
  
  
  ⚡ Services &amp;amp; Free
&lt;/h2&gt;

&lt;h3&gt;
  
  
  ⚡ AutomatIQ — Get a Quote
&lt;/h3&gt;

&lt;p&gt;We automate repetitive tasks using Make, n8n, and Zapier. Built for UK businesses.&lt;/p&gt;

&lt;h3&gt;
  
  
  ▶️ Live Automation Demo — Free
&lt;/h3&gt;

&lt;p&gt;Watch a real workflow fire: Typeform → Sheets → WhatsApp → Slack.&lt;/p&gt;




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

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Stack:&lt;/strong&gt; HTML/CSS on Cloudflare Pages, Stripe for payments, Hermes Agent for automation&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Cron jobs:&lt;/strong&gt; Competitor intel runs at 7am, lead scouting at 1pm, money alerts at 11am&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Cost:&lt;/strong&gt; $0/month hosting (Cloudflare Pages free tier) + Stripe fees only&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Time:&lt;/strong&gt; A few weeks of evenings and weekends&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Why I Am Sharing This
&lt;/h2&gt;

&lt;p&gt;Because you do not need a team, VC funding, or a CS degree to ship real products that make money. The barrier has never been lower.&lt;/p&gt;

&lt;p&gt;Everything at &lt;strong&gt;&lt;a href="https://theaisuite.pages.dev" rel="noopener noreferrer"&gt;theaisuite.pages.dev&lt;/a&gt;&lt;/strong&gt; — would love feedback, questions, or roast my pricing.&lt;/p&gt;

</description>
      <category>ai</category>
      <category>startup</category>
      <category>productivity</category>
      <category>webdev</category>
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