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heidloff.net - Building is my Passion
Niklas Heidloff
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Comparison of Agent Protocols MCP, ACP and A2A

AI agents can work autonomously by delegating tasks to different agents, models and tools. Various protocols are evolving to standardize the communication between agents. This post describes some p...

Why Agents and Agentic Systems can fail

At the ChatBot Summit in Berlin I gave a talk ‘How to understand why Agents fail’. Below is a transcript and the slides. As you all know there is a lot of innovation and buzz around agents and age...

Traces of Agents in watsonx Orchestrate

When building agentic systems, observability is key. While several demos seem to indicate that fully autonomous agents can already do everything, in reality often multi-agent systems fail. This pos...

Passing Context between watsonx Orchestrate Agents

Watsonx Orchestrate is IBM’s platform to run agentic systems. Agents can orchestrate work by delegating to multiple agents and tools. This post describes how external collaborator agents can get co...

Running Agents in watsonx Orchestrate via APIs

Watsonx Orchestrate is IBM’s platform to run agentic systems. Developers can run Orchestrate locally via containers. This post describes how to run agents and models via APIs. Watsonx Orchestrate ...

Invoking watsonx Orchestrate APIs locally

Watsonx Orchestrate is IBM’s platform to run agentic systems. To make developers productive, Orchestrate can be run locally via the watsonx Orchestrate Developer Edition. This post describes how to...

Accessing local Models in watsonx Orchestrate via Ollama

Watsonx Orchestrate is IBM’s platform to run agentic systems. While low-code developers can use the user interface to build agents, pro-code developers can use the Agent Development Kit to build so...

Introducing the watsonx Orchestrate Tool Builder

watsonx Orchestrate is a low code tool to build AI agents for business. It comes with a new component, called ‘Tool Builder’ to create flows via a graphical user interface or for developers via Pyt...

Custom Inference Stacks in watsonx.ai

Watsonx.ai comes with the popular inference stack vLLM out of the box. With the latest version it’s also possible to deploy custom inference servers. Not every Generative AI Model can be run on vL...

Building agentic Applications with Langflow and MCP

Langflow is an open-source tool to build agentic applications via re-usable UI controls and Python code. This post demonstrates a simple example that introduces Langflow, its capability to invoke M...

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The postings on this site are my own and don’t necessarily represent IBM’s positions, strategies or opinions.
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