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Best Practices

Practices that have held up across more than one project. Only what we have applied at least twice and regretted once makes it in, together with the conditions under which the recommendation stops applying.

7 articles

Prompt engineering vs context engineering: not a rebrand, a change in what you optimiseAI-GENERATED Prompt engineering vs context engineering: not a rebrand, a change in what you optimise Prompt engineering words one instruction. Context engineering designs the whole payload the model sees, under a token budget. Methodology •4 min 06/25/2026 RPA versus AI agents: when classic automation still wins RPA versus AI agents: when classic automation still wins RPA beats AI agents everywhere the process is stable and structured. Reliability against flexibility. Methodology •2 min 06/25/2026 Vibe coding: where it helps, where it bitesAI-GENERATED Vibe coding: where it helps, where it bites Vibe coding is a tool, not a method. The line runs between throwaway code and software that ships to production. Methodology •3 min 06/25/2026 AI solutions for the Mittelstand in Rhineland-PalatinateAI-GENERATED AI solutions for the Mittelstand in Rhineland-Palatinate The RLP Mittelstand already uses AI, mostly informally via US cloud. Sovereign and subsidised is the better path. Methodology •4 min 06/18/2026 EU AI Act 2026: what companies need to implement nowAI-GENERATED EU AI Act 2026: what companies need to implement now The EU AI Act has applied since August 2024 and is tightening in stages. What concretely lands on companies in 2026. Methodology •3 min 06/16/2026 Introducing AI in the Mittelstand: a practical roadmapAI-GENERATED Introducing AI in the Mittelstand: a practical roadmap A roadmap for AI in the Mittelstand: start small, measure against the real problem, keep control of data. Methodology •3 min 06/16/2026 Why UX decides whether software gets usedAI-GENERATED Why UX decides whether software gets used UX is more than usability: user, system, context. Why it decides whether software gets used, with the numbers. Highlight •5 min 06/15/2024

Wayne Dyer

“If you change the way you look at things, the things you look at change.”