01 / AI in practice What did the agent actually do? A fluent answer does not establish that a task was completed correctly. A conversation about handover: what evidence does a person need before using an AI agent’s result? For specialist interviews, podcasts and articles about practical AI use in teams. How can a broad expectation become a testable task? What do missing or conflicting documents reveal about agent behaviour? Which decisions still require human approval? Evaluation framework with worksheet: https://raphaellugmayr.at/en/writing/ki-agenten-pruefen Alpine-X: my development approach: https://raphaellugmayr.at/en/projects/alpine-x --- 02 / Software & Operations A school meal as a software problem. Ordering, deadlines, changes and billing: school meals reveal how much domain work sits inside a seemingly simple application. The starting point is the daily life of those involved. For regional media, educational formats and discussions about digitising public and business workflows. Which roles and exceptions must a product handle day to day? What changes between prototype, rollout and regular operation? Who notices errors, answers questions and is responsible for the data? Schulmittag: role and documented project status: https://raphaellugmayr.at/en/projects/schulmittag Six questions before operation: https://raphaellugmayr.at/en/writing/vom-prototyp-zum-betrieb --- 03 / Entrepreneurship & Partnerships What a small team can take on together. Product development, client work and publishing meet directly in a small company. I explore how this leads to clear offers, bounded first steps and understandable responsibilities. For entrepreneurship features, business podcasts and discussions connecting technology, industry expertise and media. How does a partnership find a first result both sides can assess? Which contributions and expectations should be stated before starting? How are your own business interests made visible in publications? Starting partnerships clearly: https://raphaellugmayr.at/en/writing/kooperationen-klar-beginnen Austrian Business: my own publication: https://raphaellugmayr.at/en/projects/austrian-business Raphael Lugmayr https://raphaellugmayr.at/en/press office@raphaellugmayr.at