# AI Agents Are Coming to Otoroshi - URL: https://blog.cloud-apim.com/ai-agents-are-coming-to-otoroshi - Published: 2025-10-16 - Language: en - Authors: Thomas Delafaye - Topics: Otoroshi, Otoroshi LLM extension, Agentic AI, AI agents, Workflow, Workflow automation - Publisher: Cloud APIM (https://www.cloud-apim.com) --- ### The world of AI agents For the past few months, everyone has been talking about **AI agents**, and putting them in everything! A kind of do-it-all machine, a super intelligence connected to all our everyday tools. These are intelligences that can not only understand and respond, but also **act**. AIs that can make decisions, call tools, carry out tasks and collaborate with one another. But one question remained: **How do we create them, govern them and connect them to our real-world systems?** That is exactly what [**Otoroshi**](https://www.otoroshi.io/), the [open source](https://github.com/MAIF/otoroshi) API gateway, now brings with its **new interface dedicated to** [**workflows**](https://maif.github.io/otoroshi/manual/topics/workflows.html) **and AI agents**. ### A gateway opening up to new uses Otoroshi was already known as an **orchestra conductor for APIs**: a central point that secures, monitors and optimizes exchanges between services. But with the arrival of its [**LLM extension**](https://cloud-apim.github.io/otoroshi-llm-extension/) **and its visual workflow interface**, Otoroshi is taking a major step forward. It no longer just passes requests through. It **thinks**, **decides**, **acts**, and lets anyone **design their own AI agents** without writing a single line of code. ### Build your own AI workflows With the new visual design interface, Otoroshi now lets you **draw intelligent workflows** in just a few clicks. Imagine a **canvas** on which you can: * Link **logic blocks**: decisions, conditions, loops, actions. * Connect **advanced functions**: * calls to large language models (LLMs), * HTTP calls to your APIs, * external tools, * internal functions (calculations, filters, conversions, etc.). * Add multimodal capabilities: **voice, text, image, video**, and more. * And above all, give these workflows **adaptive intelligence** thanks to built-in AI agents. It's a new way to create: no longer by writing code, but by **composing intelligent logic**, visually. --- ### AI agents made by Otoroshi LLM An **AI agent** in Otoroshi is more than a **chatbot**. It's an **entity** that can: * **Receive an intent** (through text, voice, an event, an API). * **Analyze the context** using its memory and its intelligence models. * **Choose an action**: call a service, generate an image, trigger a scenario. * **Learn and adapt** as interactions go on. * **Follow your business rules** and your security guardrails. And above all, these agents can be **orchestrated** in a workflow: several agents that collaborate, hand tasks off to one another, correct or complement each other. > 🧩 You can literally build an ecosystem of AI agents connected to your enterprise systems. ### An interface designed for creativity and control Otoroshi now offers a **complete user interface** to manage: * 🔹 **AI Workflows** — visual design, triggers, logic, conditions. * 🔹 **AI Agents** — personality, role, memory, access, allowed tools. * 🔹 **Integrations** — HTTP calls, internal functions, business tools, external AIs. * 🔹 **Rules and guardrails** — moderation, validation, supervision of actions. All in a smooth, visual interface, governed like an enterprise architecture. In other words: **the power of no-code with the rigor of DevOps**. --- ### What this makes possible With Otoroshi and its [LLM extension](https://github.com/cloud-apim/otoroshi-llm-extension), **everything becomes orchestrable**. Here are a few concrete examples: * **A customer support agent** that understands a request, searches the knowledge base, creates a ticket and sends a voice confirmation message. * **An HR assistant** that analyzes job applications, writes a summary and schedules an interview. * **A marketing orchestrator** that generates the text, an image and a video for a campaign, while staying true to the brand guidelines. * **An IT supervisor** that monitors logs, detects an anomaly and automatically alerts the team. * **A digital coach** that learns from past interactions to offer ever more accurate recommendations. And all of this without code, from a **unified and secure interface**. ### Intelligence under control What makes this evolution unique is that artificial intelligence doesn't break out of its frame. It is **orchestrated, auditable and under control**. Every action, every decision, every interaction is logged and governed through Otoroshi. Agents never act "in a vacuum": they operate **within the limits you define**. That's the difference between a powerful AI and a reliable AI. ### A revolution in the way we design intelligence Otoroshi is no longer just a gateway between systems. It is now **an orchestrator of intelligences**. Companies can: * Create their own AI agents, * Draw their intelligent workflows, * Connect their existing tools and services, * And drive everything from a visual interface. It's a **new way to approach digital transformation**: more intuitive, more agile, more intelligent. ### ✨ In a nutshell Otoroshi + LLM Extension means: > 🧠 **Customizable AI agents**, able to act and reason. > 🔄 A **visual interface** to create intelligent workflows without coding. > 🌐 **Seamless integration** with all your tools and services. > 🔒 **Complete governance**: security, auditing, compliance. > 🚀 A **platform ready for the future** of autonomous, collaborative systems. 📬 **Stay informed** Subscribe to our blog to keep up with the latest news, tips and best practices around our solutions. --- ## 🏢 About Cloud APIM [**Cloud APIM**](https://www.cloud-apim.com/) is a provider of next-generation API management solutions. We help companies unlock the full potential of their APIs with [**managed**](https://www.cloud-apim.com/otoroshi-managed)**, high-performance, ready-to-use offerings**. Our innovative products include: * [**Otoroshi Managed Instances**](https://www.cloud-apim.com/otoroshi-managed): Managed Otoroshi instances, configured and ready in seconds * [**Serverless with GitOps**](https://www.cloud-apim.com/serverless): Scalable deployments without managing infrastructure * [**Authify**](https://www.cloud-apim.com/authify): Fast, secure authentication for your APIs ![](https://blog.cloud-apim.com/_astro/01-0333c0.DsU7Gazg_6iiyf.webp)