Heiko Hotz

An open-source project to explore the capabilities and limitations of LLMs on coding challenges Heiko Hotz · Follow Published in Towards Data Science · 8 min read · 17 hours ago — Image by author (created with Flux 1.1 Pro) What is this about? If 2024 taught us anything in the realm of Generative AI, then it is that coding is one of the most promising applications for large language models (LLMs). In this blog

How to create reliable and scalable GenAI Agents for real-world applications Heiko Hotz · Follow Published in Towards Data Science · 17 min read · 8 hours ago — Image by author — created with Flux 1.1 Pro Introduction Generative AI agents are changing the landscape of how businesses interact with their users and customers. From personalised travel search experiences to virtual assistants that simplify troubleshooting, these intelligent systems help companies deliver faster, smarter, and

Learn how to automate prompt engineering and unlock significant performance improvements in your LLM workload Heiko Hotz · Follow Published in Towards Data Science · 21 min read · 12 hours ago — Image by author — Created with Imagen 3 What is this about? Automated Prompt Engineering (APE) is a technique to automate the process of generating and refining prompts for a Large Language Model (LLM) to improve the model’s performance on a particular