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Agentic AI - IBM Developer
IBM Developer

Agentic AI

An artificial intelligence system that exhibits autonomy, goal-driven behavior, and adaptability

Agentic AI systems consist of AI agents that perform tasks required to achieve their goals. Agentic AI builds on generative AI by using LLMs. The efforts of AI agents are coordinated through AI orchestration of AI models, systems, and integrations.

29 January 2026

Tutorial

Analyze legal documents without building a complex RAG pipeline

In this step-by-step tutorial, learn how to build and deploy a Contract Research agent for legal document automation with IBM watsonx Orchestrate, Box MCP, and AI tools.

Analyze legal documents without building a complex RAG pipeline

27 January 2026

Tutorial

Building an event-driven agentic AI system with Apache Kafka on Confluent Cloud and watsonx Orchestrate

Learn how to build an event-driven agentic AI system using Confluent Cloud and watsonx Orchestrate. Learn how to consume events from a Kafka topic using a watsonx Orchestrate agent, and configure the agent to analyze incoming events as they arrive. To add business context, the agent also references a set of documents, such as policies, procedures, or reference material, and correlates them with event data when generating insights.

Building an event-driven agentic AI system with Apache Kafka on Confluent Cloud and watsonx Orchestrate

27 January 2026

Article

Model Context Protocol architecture patterns for multi-agent AI systems

Learn how Model Context Protocol enables scalable multi agent AI systems through client, server, and hybrid architecture patterns, LLM placement strategies, reusable AI agents, dynamic orchestration, enterprise design trade offs, and real world implementation guidance.

Model Context Protocol architecture patterns for multi-agent AI systems

19 January 2026

Tutorial

Build a voice-enabled watsonx Orchestrate agent using Watson Speech and Genesys Audio connector

Build a simple intelligent virtual agent (IVA) system powered by IBM Watson Speech and Genesys Bot by integrating voice and channels for an IBM watsonx Orchestrate agent.

Build a voice-enabled watsonx Orchestrate agent using Watson Speech and Genesys Audio connector

13 January 2026

Tutorial

Build a Site Reliability Agent (SRA) for Red Hat OpenShift with watsonx Orchestrate

Learn how to use external LLMs with watsonx Orchestrate AI Gateway, which allows for more flexibility and choice in building AI-powered agents.

Build a Site Reliability Agent (SRA) for Red Hat OpenShift with watsonx Orchestrate

12 January 2026

Tutorial

Build an AI-powered customer care assistant with IBM Sterling OMS and n8n

Build an AI-powered customer care assistant using IBM Sterling OMS, n8n, and Large Language Models to automate order tracking, enable real-time order status, improve omnichannel customer support, and modernize enterprise order management with agentic AI workflows and OMS APIs.

Build an AI-powered customer care assistant with IBM Sterling OMS and n8n

05 January 2026

Tutorial

Using IBM Bob to build watsonx Orchestrate agents and MCP tools

Learn how to use IBM Bob to automate the full process of building and deploying watsonx Orchestrate agents and MCP tools.

Using IBM Bob to build watsonx Orchestrate agents and MCP tools

19 December 2025

Tutorial

Integrate crewAI multi-agent framework into IBM watsonx Orchestrate

Deploy crewAI microservice on IBM Code Engine and integrate with watsonx Orchestrate for custom AI logic, multi-agent workflows, and automation.

Integrate crewAI multi-agent framework into IBM watsonx Orchestrate

18 December 2025

Tutorial

Connecting to MCP tools with watsonx Orchestrate

Learn how to create MCP tools on watsonx Orchestrate and build agents that consume these MCP tools.

Connecting to MCP tools with watsonx Orchestrate

16 December 2025

Blog post

Available Now: ContextForge MCP Gateway 1.0.0 Beta

An open-source technology for managing and securing MCP servers for AI agents

Available Now: ContextForge MCP Gateway 1.0.0 Beta

15 December 2025

Tutorial

Developing a voice-first, multi-domain AI assistant using watsonx Orchestrate and Apple Siri

Create intelligent RAG pipelines using Siri shortcuts and watsonx Orchestrate. Upload PDFs, generate API keys, and test queries in minutes.

Developing a voice-first, multi-domain AI assistant using watsonx Orchestrate and Apple Siri

09 December 2025

Tutorial

Build an AI agent with Langflow, Granite 4.0 models, and watsonx Orchestrate

Learn how to build a Language Advisor agent with Langflow, Ollama’s Granite 4.0 Micro model, and IBM watsonx Orchestrate. Detect code language, fetch best‑practice guides via web search, and deliver concise, actionable summaries all on‑premise and governed.

Build an AI agent with Langflow, Granite 4.0 models, and watsonx Orchestrate
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