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    <title>DEV Community: Six Dusts Lab</title>
    <description>The latest articles on DEV Community by Six Dusts Lab (@six_dustslab_10c71edec48).</description>
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    <item>
      <title>Stop Answering the Same WhatsApp Messages Every Day — Let AI Do It for €214/mo</title>
      <dc:creator>Six Dusts Lab</dc:creator>
      <pubDate>Fri, 24 Apr 2026 23:39:48 +0000</pubDate>
      <link>https://dev.to/six_dustslab_10c71edec48/stop-answering-the-same-whatsapp-messages-every-day-let-ai-do-it-for-eu214mo-2hkl</link>
      <guid>https://dev.to/six_dustslab_10c71edec48/stop-answering-the-same-whatsapp-messages-every-day-let-ai-do-it-for-eu214mo-2hkl</guid>
      <description>&lt;p&gt;You don't need another SaaS dashboard. You don't need a chatbot builder. You need your WhatsApp, Telegram, and email to just... work. Automatically.&lt;/p&gt;

&lt;p&gt;Here's the reality for most small business owners in 2026:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;30+ customer messages per day&lt;/strong&gt; across WhatsApp, email, and social media&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;3 hours daily&lt;/strong&gt; spent answering the same questions&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Lost leads&lt;/strong&gt; because you replied 4 hours too late&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;No weekends&lt;/strong&gt; because customers don't stop messaging on Saturday&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Sound familiar?&lt;/p&gt;

&lt;h2&gt;
  
  
  What If Your Messaging Channels Just Handled Themselves?
&lt;/h2&gt;

&lt;p&gt;Imagine this: a customer sends you a WhatsApp message at 11pm asking about your prices. Six seconds later, they get a perfect reply — in their language — with your exact pricing, a follow-up question, and an offer to book an appointment.&lt;/p&gt;

&lt;p&gt;You wake up to a notification: "New qualified lead — Maria, €500k budget, wants to move in 2 months. Score: 0.91."&lt;/p&gt;

&lt;p&gt;That's what &lt;a href="https://sixdustslab.xyz" rel="noopener noreferrer"&gt;HappyClaw&lt;/a&gt; does.&lt;/p&gt;

&lt;h2&gt;
  
  
  It's Not a Chatbot
&lt;/h2&gt;

&lt;p&gt;Let me be clear about what this is NOT:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;❌ Not a decision-tree chatbot (customers hate those)&lt;/li&gt;
&lt;li&gt;❌ Not a "just paste your FAQ" tool (too basic)&lt;/li&gt;
&lt;li&gt;❌ Not something you need to build or configure yourself&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;HappyClaw is an &lt;strong&gt;AI employee&lt;/strong&gt;. It reads your business context — your pricing, services, FAQ, policies — and holds real conversations with your customers. When it's unsure, it escalates to you with full context.&lt;/p&gt;

&lt;h2&gt;
  
  
  Real Numbers
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;What changes&lt;/th&gt;
&lt;th&gt;Before&lt;/th&gt;
&lt;th&gt;After&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Response time&lt;/td&gt;
&lt;td&gt;6 hours&lt;/td&gt;
&lt;td&gt;6 seconds&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Messages you handle manually&lt;/td&gt;
&lt;td&gt;All of them&lt;/td&gt;
&lt;td&gt;30% (the complex ones)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Leads lost to slow replies&lt;/td&gt;
&lt;td&gt;~5/week&lt;/td&gt;
&lt;td&gt;~0&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Your time on messaging&lt;/td&gt;
&lt;td&gt;3h/day&lt;/td&gt;
&lt;td&gt;45min/day&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  What It Costs (Honest Breakdown)
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Option&lt;/th&gt;
&lt;th&gt;Monthly Cost&lt;/th&gt;
&lt;th&gt;Hours/Day&lt;/th&gt;
&lt;th&gt;Languages&lt;/th&gt;
&lt;th&gt;Weekends&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;You do it yourself&lt;/td&gt;
&lt;td&gt;Your time&lt;/td&gt;
&lt;td&gt;???&lt;/td&gt;
&lt;td&gt;1&lt;/td&gt;
&lt;td&gt;Kinda&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Part-time hire&lt;/td&gt;
&lt;td&gt;€800-1,200&lt;/td&gt;
&lt;td&gt;4-5h&lt;/td&gt;
&lt;td&gt;1-2&lt;/td&gt;
&lt;td&gt;No&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;HappyClaw Solo&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;€214&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;24h&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;All&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;Yes&lt;/strong&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;HappyClaw Team&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;€264&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;24h&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;All&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;&lt;strong&gt;Yes&lt;/strong&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;p&gt;Solo: €29/mo platform + ~€185/mo AI costs&lt;br&gt;
Team: €79/mo platform + ~€185/mo AI costs (5 users, 3 channels)&lt;/p&gt;

&lt;p&gt;One-time setup: from €1,950 (we do everything for you).&lt;/p&gt;

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

&lt;ol&gt;
&lt;li&gt;
&lt;strong&gt;You share your channel credentials&lt;/strong&gt; (WhatsApp, Telegram, etc.)&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;We configure everything&lt;/strong&gt; — your FAQ, pricing, booking rules, escalation triggers&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;5-10 days later&lt;/strong&gt;, your AI employee starts working&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;You review the conversations&lt;/strong&gt; it handles and give feedback&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;No code. No dashboard. No maintenance.&lt;/p&gt;

&lt;h2&gt;
  
  
  Founding 10 Program
&lt;/h2&gt;

&lt;p&gt;We're selecting our first 10 customers. If you qualify, you get:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;20% off setup&lt;/strong&gt; (€1,560 instead of €1,950)&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Lifetime price lock&lt;/strong&gt; — your fee never increases&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Direct WhatsApp line&lt;/strong&gt; to our founding team&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Priority features&lt;/strong&gt; — you shape the product roadmap&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Who This Is For
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;Small businesses handling 20+ messages/day&lt;/li&gt;
&lt;li&gt;Agencies juggling client communication&lt;/li&gt;
&lt;li&gt;Anyone who loses leads because they reply too late&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  Try It Right Now
&lt;/h3&gt;

&lt;p&gt;Chat with our AI assistant on Telegram: &lt;a href="https://t.me/sixdustslab_bot" rel="noopener noreferrer"&gt;@sixdustslab_bot&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Or visit &lt;a href="https://sixdustslab.xyz" rel="noopener noreferrer"&gt;sixdustslab.xyz&lt;/a&gt; to learn more.&lt;/p&gt;




&lt;p&gt;&lt;em&gt;Built by &lt;a href="https://sixdustslab.xyz" rel="noopener noreferrer"&gt;SixDustsLab&lt;/a&gt;. Questions? Drop a comment below.&lt;/em&gt;&lt;/p&gt;

</description>
      <category>business</category>
      <category>ai</category>
      <category>automation</category>
      <category>smallbusiness</category>
    </item>
    <item>
      <title>Building a Multi-User AI Agent System: Architecture Deep-Dive (Open Source)</title>
      <dc:creator>Six Dusts Lab</dc:creator>
      <pubDate>Fri, 24 Apr 2026 23:38:47 +0000</pubDate>
      <link>https://dev.to/six_dustslab_10c71edec48/building-a-multi-user-ai-agent-system-architecture-deep-dive-open-source-4ifh</link>
      <guid>https://dev.to/six_dustslab_10c71edec48/building-a-multi-user-ai-agent-system-architecture-deep-dive-open-source-4ifh</guid>
      <description>&lt;p&gt;If you're building AI agents for production, you've probably hit these walls:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Isolation&lt;/strong&gt;: How do you run multiple users' agents without them interfering?&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Persistence&lt;/strong&gt;: How do you maintain memory across sessions?&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Multi-channel&lt;/strong&gt;: How do you connect to WhatsApp AND Telegram AND Slack without building three integrations?&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Cost control&lt;/strong&gt;: How do you prevent one user from burning through your entire API budget?&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;I've been working on &lt;a href="https://github.com/riba2534/happyclaw" rel="noopener noreferrer"&gt;HappyClaw&lt;/a&gt;, an open-source system that solves all four. Here's how the architecture works under the hood.&lt;/p&gt;

&lt;h2&gt;
  
  
  The Core Idea: Don't Reimplement, Wrap
&lt;/h2&gt;

&lt;p&gt;Most AI agent frameworks try to build their own agent loop from scratch. HappyClaw takes a different approach: it wraps Anthropic's Claude Code CLI (the same tool behind Claude Code) as a service.&lt;/p&gt;

&lt;p&gt;Why? Because Claude Code already handles:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Tool execution and permission management&lt;/li&gt;
&lt;li&gt;Multi-turn conversation with memory&lt;/li&gt;
&lt;li&gt;File operations, terminal access, browser automation&lt;/li&gt;
&lt;li&gt;The MCP (Model Context Protocol) tool ecosystem&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;HappyClaw adds the multi-user, multi-channel layer on top.&lt;/p&gt;

&lt;h2&gt;
  
  
  Architecture Overview
&lt;/h2&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;┌─────────────────────────────────────────────┐
│  Messaging Channels                          │
│  WhatsApp │ Telegram │ Slack │ Email │ Web   │
└──────────────────┬──────────────────────────┘
                   │
┌──────────────────▼──────────────────────────┐
│  HappyClaw Core                              │
│  ┌──────────┐  ┌──────────┐  ┌───────────┐ │
│  │  Router   │  │ Billing  │  │  Scheduler│ │
│  └──────────┘  └──────────┘  └───────────┘ │
└──────────────────┬──────────────────────────┘
                   │
┌──────────────────▼──────────────────────────┐
│  Execution Layer                             │
│  ┌────────┐ ┌────────┐ ┌────────┐          │
│  │User A  │ │User B  │ │User C  │  ...     │
│  │Docker  │ │Docker  │ │Docker  │          │
│  │Container│ │Container│ │Container│         │
│  └────────┘ └────────┘ └────────┘          │
└─────────────────────────────────────────────┘
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  Key Design Decisions
&lt;/h2&gt;

&lt;h3&gt;
  
  
  1. Container Isolation
&lt;/h3&gt;

&lt;p&gt;Each user gets their own Docker container with:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Persistent filesystem (workspace survives restarts)&lt;/li&gt;
&lt;li&gt;Isolated process space&lt;/li&gt;
&lt;li&gt;Memory system with date-based persistence&lt;/li&gt;
&lt;li&gt;Up to 20 concurrent containers + 5 host processes&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;The container image comes with ~40 preinstalled tools (git, python, node, curl, etc.) so agents can actually execute code.&lt;/p&gt;

&lt;h3&gt;
  
  
  2. The Skill System
&lt;/h3&gt;

&lt;p&gt;Skills are defined as &lt;code&gt;SKILL.md&lt;/code&gt; files with YAML frontmatter:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight markdown"&gt;&lt;code&gt;&lt;span class="nn"&gt;---&lt;/span&gt;
&lt;span class="na"&gt;name&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;lead-qualifier&lt;/span&gt;
&lt;span class="na"&gt;description&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;"&lt;/span&gt;&lt;span class="s"&gt;Qualifies&lt;/span&gt;&lt;span class="nv"&gt; &lt;/span&gt;&lt;span class="s"&gt;inbound&lt;/span&gt;&lt;span class="nv"&gt; &lt;/span&gt;&lt;span class="s"&gt;leads&lt;/span&gt;&lt;span class="nv"&gt; &lt;/span&gt;&lt;span class="s"&gt;by&lt;/span&gt;&lt;span class="nv"&gt; &lt;/span&gt;&lt;span class="s"&gt;asking&lt;/span&gt;&lt;span class="nv"&gt; &lt;/span&gt;&lt;span class="s"&gt;about&lt;/span&gt;&lt;span class="nv"&gt; &lt;/span&gt;&lt;span class="s"&gt;budget,&lt;/span&gt;&lt;span class="nv"&gt; &lt;/span&gt;&lt;span class="s"&gt;timeline,&lt;/span&gt;&lt;span class="nv"&gt; &lt;/span&gt;&lt;span class="s"&gt;and&lt;/span&gt;&lt;span class="nv"&gt; &lt;/span&gt;&lt;span class="s"&gt;fit"&lt;/span&gt;
&lt;span class="na"&gt;user-invocable&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="kc"&gt;true&lt;/span&gt;
&lt;span class="nn"&gt;---&lt;/span&gt;

&lt;span class="gh"&gt;# Lead Qualifier Skill&lt;/span&gt;

When a potential customer reaches out, follow this workflow:
&lt;span class="p"&gt;1.&lt;/span&gt; Greet warmly and ask what they're looking for
&lt;span class="p"&gt;2.&lt;/span&gt; Ask about budget range
&lt;span class="p"&gt;3.&lt;/span&gt; Ask about timeline
&lt;span class="p"&gt;4.&lt;/span&gt; Score the lead (0-1) based on...
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Skills are loaded into the agent's context automatically. No code needed — just markdown instructions that the AI follows.&lt;/p&gt;

&lt;h3&gt;
  
  
  3. Built-in Billing
&lt;/h3&gt;

&lt;p&gt;The billing system tracks per-model token usage (input/output/cache) with:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Subscription plans with token quotas&lt;/li&gt;
&lt;li&gt;User wallets and redemption codes&lt;/li&gt;
&lt;li&gt;Complete audit logging&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;This means you can offer HappyClaw as a service to YOUR customers without building a billing system from scratch.&lt;/p&gt;

&lt;h3&gt;
  
  
  4. Multi-Provider Failover
&lt;/h3&gt;

&lt;p&gt;Primary: Claude Opus 4.6&lt;br&gt;
Failover: GLM (or any OpenAI-compatible API)&lt;/p&gt;

&lt;p&gt;Load balanced across providers with automatic failover. Your users never see a downtime.&lt;/p&gt;

&lt;h2&gt;
  
  
  12 Built-in MCP Tools
&lt;/h2&gt;

&lt;p&gt;HappyClaw ships with 12 MCP tools for runtime interaction:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;File send/receive&lt;/li&gt;
&lt;li&gt;Image generation and sending&lt;/li&gt;
&lt;li&gt;Message sending (for proactive notifications)&lt;/li&gt;
&lt;li&gt;Task scheduling (cron and interval patterns)&lt;/li&gt;
&lt;li&gt;Memory persistence (search and recall)&lt;/li&gt;
&lt;li&gt;And more&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;These tools let agents interact with the real world, not just generate text.&lt;/p&gt;

&lt;h2&gt;
  
  
  Getting Started
&lt;/h2&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;git clone https://github.com/riba2534/happyclaw.git
&lt;span class="nb"&gt;cd &lt;/span&gt;happyclaw
make start
&lt;span class="c"&gt;# Access at http://localhost:3000&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Setup wizard handles admin creation, API configuration, and IM channel setup.&lt;/p&gt;

&lt;h2&gt;
  
  
  Managed Service
&lt;/h2&gt;

&lt;p&gt;If you don't want to self-host, &lt;a href="https://sixdustslab.xyz" rel="noopener noreferrer"&gt;SixDustsLab&lt;/a&gt; offers a managed version:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Solo: €29/mo (1 user, 1 channel)&lt;/li&gt;
&lt;li&gt;Team: €79/mo (5 users, 3 channels)&lt;/li&gt;
&lt;li&gt;Business: €349/mo (everything included)&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;We're currently running a &lt;strong&gt;Founding 10&lt;/strong&gt; program — first 10 customers get 20% off setup + lifetime price lock.&lt;/p&gt;

&lt;p&gt;Try the demo bot on Telegram: &lt;a href="https://t.me/sixdustslab_bot" rel="noopener noreferrer"&gt;@sixdustslab_bot&lt;/a&gt;&lt;/p&gt;




&lt;p&gt;&lt;em&gt;Questions? Drop a comment or find us at &lt;a href="https://sixdustslab.xyz" rel="noopener noreferrer"&gt;sixdustslab.xyz&lt;/a&gt;.&lt;/em&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>architecture</category>
      <category>opensource</category>
      <category>docker</category>
    </item>
    <item>
      <title>How I Built an AI Agent That Handles WhatsApp, Telegram &amp; Slack Customer Messages — For €264/mo</title>
      <dc:creator>Six Dusts Lab</dc:creator>
      <pubDate>Fri, 24 Apr 2026 23:10:41 +0000</pubDate>
      <link>https://dev.to/six_dustslab_10c71edec48/how-i-built-an-ai-agent-that-handles-whatsapp-telegram-slack-customer-messages-for-eu264mo-gd2</link>
      <guid>https://dev.to/six_dustslab_10c71edec48/how-i-built-an-ai-agent-that-handles-whatsapp-telegram-slack-customer-messages-for-eu264mo-gd2</guid>
      <description>&lt;p&gt;Every small business owner knows this pain: you wake up to 30 unread WhatsApp messages, 15 emails, and a Telegram group that exploded overnight. Half of them are asking the same three questions.&lt;/p&gt;

&lt;p&gt;&lt;em&gt;"What are your prices?"&lt;/em&gt;&lt;br&gt;
&lt;em&gt;"Are you open on Sunday?"&lt;/em&gt;&lt;br&gt;
&lt;em&gt;"Do you have availability next week?"&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;You spend 3 hours answering. By the time you reply to the last one, the first person has already gone to a competitor.&lt;/p&gt;
&lt;h2&gt;
  
  
  The Problem With Existing Solutions
&lt;/h2&gt;

&lt;p&gt;I tried everything:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Chatbot builders&lt;/strong&gt; (ManyChat, Chatfuel) → too rigid, customers hate decision trees&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Hiring a VA&lt;/strong&gt; → €800-1,200/month, inconsistent, limited hours&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Auto-replies&lt;/strong&gt; → "Thanks for your message, we'll get back to you" → customers hate this too&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;What I actually needed was something that could &lt;strong&gt;read my business context&lt;/strong&gt; (pricing, services, FAQ, policies) and &lt;strong&gt;hold real conversations&lt;/strong&gt; — not follow a script.&lt;/p&gt;
&lt;h2&gt;
  
  
  Enter HappyClaw
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://github.com/riba2534/happyclaw" rel="noopener noreferrer"&gt;HappyClaw&lt;/a&gt; is an open-source AI agent system built on Anthropic's Claude Agent SDK. It's not a chatbot builder — it's an autonomous agent that:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;
&lt;strong&gt;Connects to your channels&lt;/strong&gt; — WhatsApp, Telegram, Slack, email, CRM&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Reads your business context&lt;/strong&gt; — FAQ, pricing, product catalogue, policies&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Answers customers naturally&lt;/strong&gt; — in any language, 24/7, in ~6 seconds&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Qualifies leads&lt;/strong&gt; — scores them on budget, timeline, and fit&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Takes actions&lt;/strong&gt; — books appointments, logs to CRM, drafts proposals&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Knows when to stop&lt;/strong&gt; — escalates to a human when confidence is low&lt;/li&gt;
&lt;/ol&gt;
&lt;h2&gt;
  
  
  The Technical Architecture
&lt;/h2&gt;

&lt;p&gt;For the developers reading this:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;Customer Message (WhatsApp/Telegram/Slack)
    ↓
HappyClaw Core (Claude Agent SDK)
    ↓
Per-user isolated Docker container
    ↓
MCP Tools (12 built-in) + Custom Skills
    ↓
Response → Channel
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Key technical decisions:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;No agent reimplementation&lt;/strong&gt; — wraps Claude Code directly, auto-benefits from upstream improvements&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Container isolation&lt;/strong&gt; — each user gets a Docker container with persistent memory&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Skill system&lt;/strong&gt; — extensible SKILL.md files for custom workflows&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Multi-provider&lt;/strong&gt; — Claude Opus 4.6 primary, GLM failover&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;The core is MIT-licensed: &lt;a href="https://github.com/riba2534/happyclaw" rel="noopener noreferrer"&gt;github.com/riba2534/happyclaw&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  Real-World Results
&lt;/h2&gt;

&lt;p&gt;After deploying for a property agency:&lt;/p&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Metric&lt;/th&gt;
&lt;th&gt;Before&lt;/th&gt;
&lt;th&gt;After&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Response time&lt;/td&gt;
&lt;td&gt;6 hours&lt;/td&gt;
&lt;td&gt;6 seconds&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Messages handled automatically&lt;/td&gt;
&lt;td&gt;0%&lt;/td&gt;
&lt;td&gt;70%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Lost leads (slow reply)&lt;/td&gt;
&lt;td&gt;~5/week&lt;/td&gt;
&lt;td&gt;~0&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Staff time on messaging&lt;/td&gt;
&lt;td&gt;3h/day&lt;/td&gt;
&lt;td&gt;45min/day&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

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

&lt;h3&gt;
  
  
  HappyClaw (managed by SixDustsLab)
&lt;/h3&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;Monthly&lt;/th&gt;
&lt;th&gt;What You Get&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Solo&lt;/td&gt;
&lt;td&gt;€29 + Claude (~€185) = &lt;strong&gt;€214/mo&lt;/strong&gt;
&lt;/td&gt;
&lt;td&gt;1 user, 1 channel&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Team&lt;/td&gt;
&lt;td&gt;€79 + Claude (~€185) = &lt;strong&gt;€264/mo&lt;/strong&gt;
&lt;/td&gt;
&lt;td&gt;5 users, 3 channels&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Business&lt;/td&gt;
&lt;td&gt;
&lt;strong&gt;€349/mo&lt;/strong&gt; (Claude included)&lt;/td&gt;
&lt;td&gt;10 users, 5 channels, SLA&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;p&gt;One-time setup: from €1,950 (we configure everything).&lt;/p&gt;

&lt;h3&gt;
  
  
  vs. Hiring
&lt;/h3&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;&lt;/th&gt;
&lt;th&gt;Part-time hire&lt;/th&gt;
&lt;th&gt;HappyClaw Team&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Monthly&lt;/td&gt;
&lt;td&gt;€800-1,200&lt;/td&gt;
&lt;td&gt;€264&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Hours/day&lt;/td&gt;
&lt;td&gt;4-5h&lt;/td&gt;
&lt;td&gt;24h&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Languages&lt;/td&gt;
&lt;td&gt;1-2&lt;/td&gt;
&lt;td&gt;All&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Weekends&lt;/td&gt;
&lt;td&gt;No&lt;/td&gt;
&lt;td&gt;Yes&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;3-year total&lt;/td&gt;
&lt;td&gt;€28,800-43,200&lt;/td&gt;
&lt;td&gt;€12,454&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  Founding 10 Program
&lt;/h2&gt;

&lt;p&gt;We're selecting 10 businesses to be our founding customers:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;20% off setup&lt;/li&gt;
&lt;li&gt;Lifetime price lock&lt;/li&gt;
&lt;li&gt;Direct line to the team&lt;/li&gt;
&lt;li&gt;Priority features&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;If you run a small business and spend too much time on repetitive messages, &lt;a href="https://t.me/sixdustslab_bot" rel="noopener noreferrer"&gt;try the Telegram demo bot&lt;/a&gt; or visit &lt;a href="https://sixdustslab.xyz" rel="noopener noreferrer"&gt;sixdustslab.xyz&lt;/a&gt;.&lt;/p&gt;




&lt;p&gt;&lt;em&gt;Built by &lt;a href="https://sixdustslab.xyz" rel="noopener noreferrer"&gt;SixDustsLab&lt;/a&gt;. Open source core on &lt;a href="https://github.com/riba2534/happyclaw" rel="noopener noreferrer"&gt;GitHub&lt;/a&gt;.&lt;/em&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>automation</category>
      <category>opensource</category>
      <category>productivity</category>
    </item>
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