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heidloff.net - Building is my Passion
Niklas Heidloff
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The Power of IBM Bob Shell

Some developers are scared when they hear terms like CLI (Command Line Interface), Terminal and Bash. However, most pro-code developers love these low-level tools. This post describes a CLI called ...

Developing watsonx Orchestrate Agents with Antigravity

Watsonx Orchestrate is IBM’s platform to build and run agentic applications in enterprises. Agents can be built in various ways, for example via the Agent Development Kit. This post describes how t...

How Agents are quietly transforming the Enterprise

2025 was the year of AI agents. However, agents weren’t a temporary hype. Agents and Generative AI will change fundamentally how we’ll work. This post describes this transformation which has alread...

Running Langflow in watsonx Orchestrate

Watsonx Orchestrate is IBM’s platform to build and run agentic systems in enterprises. Agents implemented with the open-source framework Langflow can be imported and deployed in Orchestrate. Langf...

Evaluating Agents via LLM-as-a-Judge in Langfuse

Evaluations of non-deterministic agentic systems are important in the development phase and when running them in production. Separate Large Language Models can help to run these evaluations. This p...

Developing watsonx Orchestrate Agents with IBM Bob

Watsonx Orchestrate is IBM’s platform to build and run agentic applications in enterprises. Agents can be built in various ways, for example developers can use the Agent Development Kit. This post ...

From Zero to Agentic Search in 15 Minutes with OpenRAG

OpenRAG is a package to build agentic Retrieval Augmented Generation applications that comes with all necessary components out of the box. It’s a new open-source initiative led by IBM leveraging ot...

Running Granite 4 Language Models with Ollama

Costs for AI-based applications depend primarily on inferencing, not on pre-training or fine-tuning. Inference costs depend highly on required memory usage. The new Granite 4 family of IBM’s open-s...

Managing MCP Tools with Context Forge

When building applications, developers often utilize standard tooling - Docker or Podman for containers, Ollama for local models. Context Forge aims to become the standard tool to manage agentic MC...

Leveraging gpt-oss-120b in watsonx Orchestrate

gpt-oss-120b is a powerful Large Language Model from OpenAI available as open-source. This post describes how to utilize gpt-oss-120b in watsonx Orchestrate agents. Watsonx Orchestrate is IBM’s pl...

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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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