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    <title>DEV Community: Ben Habif Rudnik 🇨🇱🇮🇱🇺🇦</title>
    <description>The latest articles on DEV Community by Ben Habif Rudnik 🇨🇱🇮🇱🇺🇦 (@sadockh).</description>
    <link>https://dev.to/sadockh</link>
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      <title>DEV Community: Ben Habif Rudnik 🇨🇱🇮🇱🇺🇦</title>
      <link>https://dev.to/sadockh</link>
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    <item>
      <title>From Commerce to E-Commerce to MCP-Commerce: The Third Wave</title>
      <dc:creator>Ben Habif Rudnik 🇨🇱🇮🇱🇺🇦</dc:creator>
      <pubDate>Thu, 04 Jun 2026 03:35:32 +0000</pubDate>
      <link>https://dev.to/sadockh/from-commerce-to-e-commerce-to-mcp-commerce-the-third-wave-le1</link>
      <guid>https://dev.to/sadockh/from-commerce-to-e-commerce-to-mcp-commerce-the-third-wave-le1</guid>
      <description>&lt;p&gt;It all started in a plaza.&lt;/p&gt;

&lt;p&gt;One guy with apples, another with wheat. They looked at each other, negotiated, and traded. That's how commerce worked for thousands of years: face to face, hand to hand, trust to trust.&lt;br&gt;
  If you wanted to buy something, you had to go where it was. If you wanted to sell, you had to wait for someone to show up.&lt;/p&gt;

&lt;p&gt;Commerce had a physical limit: your body. You couldn't be in two places at the same time. Your market was your street, your town, your city. Nothing more.&lt;/p&gt;

&lt;p&gt;Then internet came along and someone asked: what if the store doesn't need walls?&lt;/p&gt;

&lt;p&gt;E-commerce eliminated distance. Amazon started selling books from a garage. MercadoLibre connected a seller in Santiago with a buyer in Antofagasta. Shopify gave an online store to anyone&lt;br&gt;
  with a credit card.&lt;/p&gt;

&lt;p&gt;Suddenly, an artisan in southern Chile could sell to the entire country. An entrepreneur in Colombia could have clients in Mexico. The market stopped being a street and became the planet.&lt;/p&gt;

&lt;p&gt;But e-commerce had a problem nobody wanted to see: it still needed a human behind it.&lt;/p&gt;

&lt;p&gt;Someone had to update the inventory. Someone had to answer the questions. Someone had to make the quotes, check the payments, control the stock, send the shipments, analyze the metrics,&lt;br&gt;
  decide the prices. E-commerce digitized the storefront, but it didn't digitize the operation.&lt;/p&gt;

&lt;p&gt;And that's where we are now.&lt;/p&gt;

&lt;p&gt;MCP-Commerce is not a term that exists yet. I'm inventing it because I need a name for what's coming.&lt;/p&gt;

&lt;p&gt;MCP — Model Context Protocol — is a protocol that lets AI use tools. Not "display" tools. Use them. Read a database, send an email, create an invoice, update an inventory, analyze this&lt;br&gt;
  month's sales.&lt;/p&gt;

&lt;p&gt;In traditional commerce, you were the store. In e-commerce, you had an online store. In MCP-commerce, the AI IS your operation.&lt;/p&gt;

&lt;p&gt;It's not a chatbot that answers questions. It's a system that manages your entire business through conversation. You say "how much did I sell this week" and it responds with real data. You&lt;br&gt;
   say "I need to control my inventory" and it builds the tables, the views, the reports. You say "notify customers that their order is ready" and it does it.&lt;/p&gt;

&lt;p&gt;The difference is fundamental: Commerce: you do everything. E-commerce: you do everything but online. MCP-commerce: the AI runs the operation, you make the decisions.&lt;/p&gt;

&lt;p&gt;Think about what this means for an entrepreneur.&lt;/p&gt;

&lt;p&gt;Today, to manage a business you need: an ERP ($50-$500/month), a CRM ($25-$100/month), an e-commerce platform ($29-$300/month), an inventory system, a billing system, a reporting tool,&lt;br&gt;
  someone who knows how to use all of that.&lt;/p&gt;

&lt;p&gt;With MCP-commerce you tell the AI: "I have a clothing store with 3 employees, I sell in-store and on Instagram" and in 2 minutes you have: customers, products, inventory, sales, expenses,&lt;br&gt;
  reports, everything working. With sample data so you understand how it works. No manual. No training. No consultant.&lt;/p&gt;

&lt;p&gt;And if you also have a website, you paste one line of code and your customers get a chatbot that responds with your real data: prices, availability, hours. Without you doing anything.&lt;/p&gt;

&lt;p&gt;I know this because I built it.&lt;/p&gt;

&lt;p&gt;We created Runik AI from Chile. A dairy farmer in southern Chile who used to manage his farm with a paper notebook now says "which cows need vaccination" and gets an answer with real data.&lt;br&gt;
   A diorama artisan tracks his materials and sales. A bus company manager in northern Chile manages his fleet. None of them are technical. All of them run their business by talking.&lt;/p&gt;

&lt;p&gt;That's MCP-commerce: the business runs by talking.&lt;/p&gt;

&lt;p&gt;The pattern is clear:&lt;/p&gt;

&lt;p&gt;Era | Engine | Limit&lt;br&gt;
  Commerce | Physical presence | Your body&lt;br&gt;
  E-commerce | Internet | Your time&lt;br&gt;
  MCP-commerce | AI + MCP | ???&lt;/p&gt;

&lt;p&gt;In commerce, the limit was distance. E-commerce eliminated it. In e-commerce, the limit is time — there's too much to do and only one human behind it. MCP-commerce eliminates it.&lt;/p&gt;

&lt;p&gt;What's the limit of MCP-commerce? Honestly, I don't know. When AI can run the operation, the only limit is the imagination of the person giving the instructions.&lt;/p&gt;

&lt;p&gt;I'm not saying e-commerce dies. It continues and will continue. But the operation layer — everything that happens behind the storefront — is about to change radically.&lt;/p&gt;

&lt;p&gt;The entrepreneur who today spends 4 hours a day updating spreadsheets, answering emails, and building reports, tomorrow will say "summarize my week" and in 3 seconds has everything. Those&lt;br&gt;
  4 hours will go to what really matters: creating, deciding, growing.&lt;/p&gt;

&lt;p&gt;That's the third wave. And it already started.&lt;/p&gt;

&lt;p&gt;Santiago Habit — 20 years in IT. Founded Allware, supported the creation of AndesVolt, and now building Runik AI (&lt;a href="https://runikapp.com" rel="noopener noreferrer"&gt;https://runikapp.com&lt;/a&gt;) from  Chile. &lt;/p&gt;

</description>
      <category>agents</category>
      <category>ai</category>
      <category>llm</category>
      <category>mcp</category>
    </item>
    <item>
      <title>From Morse to MCP: The Last Protocol Before Machines Think for Themselves
I've been in software for 20 years.
I watched physical servers die. I watched the cloud be born. I wrote PHP when PHP was the only option. I migrated desktop systems to web, web to m</title>
      <dc:creator>Ben Habif Rudnik 🇨🇱🇮🇱🇺🇦</dc:creator>
      <pubDate>Wed, 03 Jun 2026 07:53:31 +0000</pubDate>
      <link>https://dev.to/sadockh/from-morse-to-mcp-the-last-protocol-before-machines-think-for-themselves-ive-been-in-software-3lak</link>
      <guid>https://dev.to/sadockh/from-morse-to-mcp-the-last-protocol-before-machines-think-for-themselves-ive-been-in-software-3lak</guid>
      <description></description>
    </item>
    <item>
      <title>No-Code ERP From a Single Chat Message</title>
      <dc:creator>Ben Habif Rudnik 🇨🇱🇮🇱🇺🇦</dc:creator>
      <pubDate>Sun, 31 May 2026 17:09:47 +0000</pubDate>
      <link>https://dev.to/sadockh/no-code-erp-from-a-single-chat-message-4lfm</link>
      <guid>https://dev.to/sadockh/no-code-erp-from-a-single-chat-message-4lfm</guid>
      <description>&lt;p&gt;You walk into a new tool. There's a form. Then another form. Then a setup wizard. Then configuration. Then you give up and go back to spreadsheets.                                                                       &lt;/p&gt;

&lt;p&gt;That's the problem we set out to solve with &lt;a href="https://runikapp.com" rel="noopener noreferrer"&gt;Runik AI&lt;/a&gt;.                                                                                                                                             &lt;/p&gt;

&lt;p&gt;## The idea                                                                                                                                                                                                               &lt;/p&gt;

&lt;p&gt;What if you could just &lt;em&gt;tell&lt;/em&gt; the software what you do?                                                                                                                                                                   &lt;/p&gt;

&lt;p&gt;"I run a dental clinic. I need to track patients, appointments, treatments, and billing."                                                                                                                               &lt;/p&gt;

&lt;p&gt;And it builds everything — tables, kanban boards, calendars, pipelines, dashboards, reports — with sample data so you can start operating immediately.                                                                  &lt;/p&gt;

&lt;p&gt;No forms. No setup wizard. No code. Just a conversation.&lt;/p&gt;

&lt;p&gt;## How it works                                                                                                                                                                                                         &lt;/p&gt;

&lt;p&gt;Runik AI is a chat-first business management platform. You describe your business in natural language, and the AI creates your complete system.                                                                         &lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Step 1:&lt;/strong&gt; Tell Runik what you do.                                                                                                                                                                                     &lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;"I manage a coworking space. I need to track members, meeting room bookings, invoices, and occupancy."&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;&lt;strong&gt;Step 2:&lt;/strong&gt; The AI generates your schema — tables, columns, relationships — and asks you to confirm.                                                                                                                    &lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Step 3:&lt;/strong&gt; You say "yes" and get a fully operational system with 14 interactive widgets: kanban, pipeline, calendar, pivot table, master-detail, charts, and more.&lt;/p&gt;

&lt;p&gt;From that point on, you operate through chat:                                                                                                                                                                           &lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;"Show me this month's revenue"
&lt;/li&gt;
&lt;li&gt;"Move deal #42 to Closed Won"
&lt;/li&gt;
&lt;li&gt;"Create a report of overdue invoices"
&lt;/li&gt;
&lt;li&gt;"Add a column for payment method"
&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Or you use the visual interface directly — your choice.&lt;/p&gt;

&lt;p&gt;## 24 templates, any industry&lt;/p&gt;

&lt;p&gt;We ship 24 ready-made templates:                                                                                                                                                                                        &lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Restaurant, hotel, gym, clinic, veterinary&lt;/li&gt;
&lt;li&gt;CRM, HR, inventory, fleet management&lt;/li&gt;
&lt;li&gt;Real estate, aquaculture, coworking
&lt;/li&gt;
&lt;li&gt;Project management, event planning, school&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Each template comes with tables, views, relationships, and sample data. But the real power is custom: describe &lt;em&gt;any&lt;/em&gt; business and &lt;a href="https://runikapp.com" rel="noopener noreferrer"&gt;Runik AI&lt;/a&gt; builds it from scratch.                                &lt;/p&gt;

&lt;p&gt;## It's also an MCP server                                                                                                                                                                                                &lt;/p&gt;

&lt;p&gt;Runik AI exposes all its tools via the Model Context Protocol. That means you can connect it to ChatGPT or Claude and manage your business from any AI assistant.&lt;/p&gt;

&lt;p&gt;Your CRM lives inside Claude. Your inventory lives inside ChatGPT. No tab switching — just ask.                                                                                                                         &lt;/p&gt;

&lt;p&gt;## The stack (for the curious)&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Frontend:&lt;/strong&gt; React + TypeScript + Vite (PWA)&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Backend:&lt;/strong&gt; Node.js + Express + SQLite (one database per company)
&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;AI:&lt;/strong&gt; Mistral for fast queries, Claude for complex reasoning
&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Desktop:&lt;/strong&gt; Tauri v2 (Mac, Windows, Linux)&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Protocol:&lt;/strong&gt; MCP over Streamable HTTP + OAuth 2.1&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Each company gets its own SQLite database — full data isolation, no shared tables, no multi-tenant headaches.                                                                                                             &lt;/p&gt;

&lt;p&gt;## Free forever                                                                                                                                                                                                           &lt;/p&gt;

&lt;p&gt;One user, one company, all features — free. No credit card. No trial countdown.&lt;/p&gt;

&lt;p&gt;We're early (69 users, 24 templates) and building fast. If you've ever wished your business tool would just &lt;em&gt;listen&lt;/em&gt;, give it a try.                                                                                    &lt;/p&gt;

&lt;p&gt;👉 &lt;a href="https://runikapp.com" rel="noopener noreferrer"&gt;runikapp.com&lt;/a&gt;&lt;/p&gt;




&lt;p&gt;&lt;em&gt;I'm Santiago from Allware SpA. We built Runik AI in Chile — runs anywhere. Happy to answer questions in the comments.&lt;/em&gt;    &lt;/p&gt;

</description>
      <category>ai</category>
      <category>programming</category>
      <category>webdev</category>
      <category>llm</category>
    </item>
    <item>
      <title>I built a business management system that creates itself when you describe your business</title>
      <dc:creator>Ben Habif Rudnik 🇨🇱🇮🇱🇺🇦</dc:creator>
      <pubDate>Wed, 27 May 2026 04:31:41 +0000</pubDate>
      <link>https://dev.to/sadockh/i-built-a-business-management-system-that-creates-itself-when-you-describe-your-business-53ch</link>
      <guid>https://dev.to/sadockh/i-built-a-business-management-system-that-creates-itself-when-you-describe-your-business-53ch</guid>
      <description>&lt;p&gt;## The Problem&lt;/p&gt;

&lt;p&gt;Small businesses run on spreadsheets. Setting up proper software takes weeks, costs thousands, and you still need someone to maintain it.&lt;/p&gt;

&lt;p&gt;## The Solution&lt;/p&gt;

&lt;p&gt;I built &lt;a href="https://runikapp.com" rel="noopener noreferrer"&gt;Runik AI&lt;/a&gt; — a chat-first platform where you describe your business in plain language and AI builds your entire management system.&lt;/p&gt;

&lt;p&gt;Say: &lt;em&gt;"I have a dental clinic with 3 dentists"&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;Get: patients table, appointments calendar, treatment plans, billing, odontogram — with sample data, ready to use in 2 minutes.&lt;/p&gt;

&lt;p&gt;## How It Works&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;
&lt;strong&gt;Sign up&lt;/strong&gt; and describe your business (or pick from 25 templates)&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;AI generates&lt;/strong&gt; tables, fields, relationships, views, and sample data&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Start working&lt;/strong&gt; — ask questions, create records, see reports, all via chat&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;## What's Inside&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;🏗️  &lt;strong&gt;25 industry templates&lt;/strong&gt;: Hotel, Restaurant, School, Dental Clinic, HR, CRM, Gym, Coworking, Parking, and more&lt;/li&gt;
&lt;li&gt;📊 &lt;strong&gt;14 widget types&lt;/strong&gt;: Table, Kanban, Pipeline, Gantt, Calendar, Pivot, Floorplan, TimeGrid, Dashboard, Charts&lt;/li&gt;
&lt;li&gt;🤖 &lt;strong&gt;Works with ChatGPT &amp;amp; Claude&lt;/strong&gt; via MCP protocol — they can read and write your data&lt;/li&gt;
&lt;li&gt;📧 &lt;strong&gt;Gmail, Drive, Calendar&lt;/strong&gt; integration (one-click OAuth)&lt;/li&gt;
&lt;li&gt;⚡ &lt;strong&gt;Pilo automations&lt;/strong&gt; — alerts via Email, Telegram, WhatsApp&lt;/li&gt;
&lt;li&gt;🔒 &lt;strong&gt;Per-company SQLite&lt;/strong&gt; — complete data isolation per tenant&lt;/li&gt;
&lt;li&gt;🌍 &lt;strong&gt;3 languages&lt;/strong&gt;: English, Spanish, French&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;## The TimeGrid Widget&lt;/p&gt;

&lt;p&gt;One of the features I'm most proud of is the TimeGrid — a bidimensional editable grid that works for:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;School attendance (student × day → present/absent)&lt;/li&gt;
&lt;li&gt;Grade books (student × subject → grade)&lt;/li&gt;
&lt;li&gt;Hotel occupancy (room × day → status)&lt;/li&gt;
&lt;li&gt;Employee shifts (worker × day → shift)&lt;/li&gt;
&lt;li&gt;Quality control (product × criteria → pass/fail)&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;It includes totals per row/column, bulk assign, search filter, CSV export, and inline numeric input.&lt;/p&gt;

&lt;p&gt;## Tech Stack&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Frontend&lt;/strong&gt;: React 18 + TypeScript + Zustand + Vite&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Backend&lt;/strong&gt;: Node.js + Express + better-sqlite3&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Protocol&lt;/strong&gt;: MCP (Model Context Protocol) — Anthropic's open standard&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;License&lt;/strong&gt;: AGPL-3.0&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;## Numbers&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;65 users (organic, zero marketing)&lt;/li&gt;
&lt;li&gt;25 templates across 12+ industries&lt;/li&gt;
&lt;li&gt;3 languages&lt;/li&gt;
&lt;li&gt;Launching on Product Hunt June 3&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;## Try It&lt;/p&gt;

&lt;p&gt;🔗 &lt;a href="https://runikapp.com" rel="noopener noreferrer"&gt;runikapp.com&lt;/a&gt;&lt;br&gt;
  📦 &lt;a href="https://github.com/eZhing/runik-ai" rel="noopener noreferrer"&gt;GitHub&lt;/a&gt;&lt;br&gt;
  📖 &lt;a href="https://runikapp.com/guide.html" rel="noopener noreferrer"&gt;Step-by-step Guide&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Built in Chile for the world. Would love your feedback!&lt;/p&gt;

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