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Author: danstarns

agents/introduction.mdx

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+---
+title: "Hypermode Agents"
+sidebarTitle: "Introduction"
+description:
+  "Build AI agents that act, not just chat—from natural conversation to
+  production-ready code"
+---
+
+Most AI agents today still feel like prototypes. They can generate content,
+answer questions, or summarize a PDF. But when it comes to doing real
+work—embedding in live apps, reducing back-office load, or following up with
+customers—they fall short.
+
+They chat. But they don't act.
+
+**Hypermode Agents are here to change that.** Built on the latest AI advances,
+Hypermode Agents are built for work, not just conversation. You'll learn what
+agents can do, how they reason, and what their outputs look like, all while
+building something useful from day one.
+
+## The complete AI development platform
+
+Hypermode is an end-to-end AI development platform designed for building,
+deploying, and managing intelligent agents and knowledge graphs. It unifies
+serverless compute, models, memory, integrations, observability, and debugging
+tools—all in one system.
+
+**No more stitching together fragmented solutions.** Hypermode provides
+everything you need to go from concept to production agents that work reliably
+at scale.
+
+### Build agents your way
+
+Whether you prefer natural conversation or writing code, Hypermode meets you
+where you are:
+
+**Threads**: conversational interface for domain experts to build and train
+agents through natural language—no coding required.
+
+**Modus**: open source, serverless framework for developers who want to build
+agent logic, orchestration, and integrations with full control.
+
+**The Hypermode Platform**: production-grade infrastructure that hosts and
+scales your agents, whether they came from Threads or Modus.
+
+### Vast ecosystem of integrations
+
+**Hypermode Agents get access to a vast ecosystem of tools and integrations by
+default.** Through Connections, your agents can seamlessly integrate with
+popular services and your own custom APIs.
+
+![Agent Connections Ecosystem](/images/threads/agent-ecosystem.png)
+
+Your agents can integrate with:
+
+- **Built-in integrations** like GitHub, Linear, Slack, Vercel, and Notion
+- **Model Context Protocol** support for secure, structured tool integration
+- **2,000+ integrations** through our partnership with leading automation
+  platforms
+- **Your custom APIs** with encrypted credentials and scoped access
+- **Major large language models** including OpenAI, Anthropic, Google, and open
+  source models
+
+### Production-ready from day one
+
+Unlike other platforms that require you to rebuild for production, Hypermode is
+designed for real-world use:
+
+- **Serverless infrastructure** that scales automatically and costs nothing when
+  idle
+- **Full observability** with inference logging, tracing, and debugging tools
+- **Enterprise security** with role-based access and audit trails
+- **Branch-based environments** for testing and staging
+- **Open source foundation** with no vendor lock-in
+
+## From conversation to code
+
+The power of Hypermode is in its flexibility. Domain experts can build
+sophisticated agents through conversation, while developers can export those
+agents as production-ready code.
+
+**Domain experts** work directly with agents through Threads, shaping behavior
+through natural conversation and training agents with real examples.
+
+**Platform teams** can export trained agents as complete Modus applications,
+audit and version control the logic, and deploy as production microservices with
+full observability.
+
+**No information loss** between business requirements and technical
+implementation. **No rebuild required** to go from prototype to production.
+
+## Real-world impact
+
+<div style={{ display: "flex", justifyContent: "center" }}>
+  <img
+    src="/images/threads/sales-agent-card.png"
+    alt="Sales Pipeline Agent"
+    style={{
+      width: "60%",
+      maxWidth: "60%",
+      height: "auto",
+      display: "block",
+      margin: "0 auto",
+    }}
+  />
+</div>
+
+**Sales pipeline agent**: analyzes sales data and manages pipeline activities,
+integrating Stripe, HubSpot, and Slack. A marketing agency reduced pipeline
+review time from 2 hours to 15 minutes.
+
+<div style={{ display: "flex", justifyContent: "center" }}>
+  <img
+    src="/images/threads/customer-support-agent-card.png"
+    alt="Customer Support Agent"
+    style={{
+      width: "60%",
+      maxWidth: "60%",
+      height: "auto",
+      display: "block",
+      margin: "0 auto",
+    }}
+  />
+</div>
+
+**Customer support agent**: analyzes support tickets and provides insights
+across email and support platforms. A SaaS company reduced support triage time
+from 2 hours to 20 minutes.
+
+<div style={{ display: "flex", justifyContent: "center" }}>
+  <img
+    src="/images/threads/marketing-agent-card.png"
+    alt="Marketing Insights Agent"
+    style={{
+      width: "60%",
+      maxWidth: "60%",
+      height: "auto",
+      display: "block",
+      margin: "0 auto",
+    }}
+  />
+</div>
+
+**Marketing insights agent**: analyzes marketing performance across channels and
+provides optimization recommendations. An e-commerce brand improved campaign
+return of investment by 60%.
+
+## Continue reading
+
+Ready to see how it all works? **Continue reading to learn more about Threads**
+and how you can build your first agent through natural conversation—then deploy
+it to production on the Hypermode platform.
+
+---
+
+_Ready to turn your ideas into agents?
+[Start building today →](https://hypermode.com/agents)_