AI-native development, Local AI, AI transformation — from practice.https://rzfz.ai/en-UShttps://rzfz.ai/en/insights/ai-development-mit-qualitaet-und-bewusstsein/https://rzfz.ai/en/insights/ai-development-mit-qualitaet-und-bewusstsein/A large part of the development workflow can now be supported by AI. But between "let the agents do all the work" and "better use no AI at all" lies a middle path — and the responsibility stays with humans.Tue, 30 Jun 2026 00:00:00 GMTAI DevelopmentQualityKlemens Loschyhttps://rzfz.ai/en/insights/datensouveraenitaet-und-generative-ki/https://rzfz.ai/en/insights/datensouveraenitaet-und-generative-ki/Generative AI demands a fundamental trade: intelligence for control. Why data sovereignty — my data, my rules, my property — can only be had with local AI.Tue, 30 Jun 2026 00:00:00 GMTData SovereigntyLocal AIComplianceAlexander Vukovichttps://rzfz.ai/en/insights/eu-ai-act-und-softwareentwicklung/https://rzfz.ai/en/insights/eu-ai-act-und-softwareentwicklung/The EU AI Act turns good compliance from a legal fig leaf into a hard quality attribute. From risk classification through data governance and explainability to open-source liability — what this concretely means for everyday development.Tue, 30 Jun 2026 00:00:00 GMTEU AI ActComplianceSoftware DevelopmentMartin Brandhuberhttps://rzfz.ai/en/insights/europas-dritter-weg/https://rzfz.ai/en/insights/europas-dritter-weg/From the GDPR to the AI Act: how the EU turns individual regulations and directives into a coherent "compliance architecture" for a secure and fair digital space — and why this is a "third way" between Silicon Valley and state capitalism.Tue, 30 Jun 2026 00:00:00 GMTEU RegulationDigitalisationComplianceAlexander Lewischhttps://rzfz.ai/en/insights/testautomatisierung-ki-und-externe-testunterstuetzung/https://rzfz.ai/en/insights/testautomatisierung-ki-und-externe-testunterstuetzung/AI writes tests in seconds, generates Playwright scripts and correlates logs — impressive, but not enough on its own. Between a working AI tool and a working test strategy lies a chasm: context, experience and judgement.Tue, 30 Jun 2026 00:00:00 GMTTest AutomationAIQualityAlexander Vukovichttps://rzfz.ai/en/insights/vertrauen-durch-radikale-transparenz/https://rzfz.ai/en/insights/vertrauen-durch-radikale-transparenz/In a hyperconnected economy, trust is long past being a "soft skill" — it has become a hard economic metric. How IT project leadership turns crises into strategic assets through radical honesty, data-driven leadership and psychological safety.Tue, 30 Jun 2026 00:00:00 GMTIT Project ManagementDigital TrustMelanie Gauhttps://rzfz.ai/en/insights/vom-bremsklotz-zum-guetesiegel/https://rzfz.ai/en/insights/vom-bremsklotz-zum-guetesiegel/The EU AI Act is often perceived as an innovation-stifling restriction. But read as a framework for software quality engineering, demonstrable quality becomes a seal of quality — and digital trust the "license to operate".Tue, 30 Jun 2026 00:00:00 GMTEU AI ActSoftware QualityAlexander Lewischhttps://rzfz.ai/en/insights/vom-bug-reporting-zum-quality-consulting/https://rzfz.ai/en/insights/vom-bug-reporting-zum-quality-consulting/The role of testing experts is shifting from purely executing bug-finding to strategic quality consulting. Why the advisory function is the necessary evolutionary step after mastering technical testing skills.Tue, 30 Jun 2026 00:00:00 GMTQuality ConsultingQuality AssuranceFatemeh Ghaffaarihttps://rzfz.ai/en/insights/how-local-ai-works-under-the-hood/https://rzfz.ai/en/insights/how-local-ai-works-under-the-hood/Why large language models can now run on hardware you own: pruning, quantization, distillation — and unified memory as the answer to the real bottleneck.Wed, 24 Jun 2026 00:00:00 GMTLocal AITechnologyAlexander Vukovichttps://rzfz.ai/en/insights/rzfz-ai-stack-local-matters/https://rzfz.ai/en/insights/rzfz-ai-stack-local-matters/Why unified-memory hardware plus open models finally makes sense right now — and five concrete ways we use the rzfz.ai Stack for development and testing.Wed, 10 Jun 2026 00:00:00 GMTLocal AIAI EngineeringAlexander Vukovichttps://rzfz.ai/en/insights/ai-pair-programming-2026/https://rzfz.ai/en/insights/ai-pair-programming-2026/How our practice has shifted since early 2025: tool selection, test discipline, agent code review.Tue, 28 Apr 2026 00:00:00 GMTDevelopmentAI ToolsAlexander Vukovichttps://rzfz.ai/en/insights/why-local-ai-now/https://rzfz.ai/en/insights/why-local-ai-now/Three reasons why now is the right moment to run AI workloads in your own premises.Sun, 15 Mar 2026 00:00:00 GMTLocal AIStrategyAlexander Vukovichttps://rzfz.ai/en/insights/artificial-intelligence-vom-hype-zur-wertschoepfung/https://rzfz.ai/en/insights/artificial-intelligence-vom-hype-zur-wertschoepfung/Between merely playing around and value-creating integration into critical business processes lies a long road. How to anchor AI professionally, safely and purposefully — with a focus on ROI instead of infatuation with technology.Wed, 07 Jan 2026 00:00:00 GMTArtificial IntelligenceStrategyComplianceAlexander Weichselbergerhttps://rzfz.ai/en/insights/der-unsichtbare-kollege-kuenstliche-intelligenz/https://rzfz.ai/en/insights/der-unsichtbare-kollege-kuenstliche-intelligenz/How often does the average consumer encounter artificial intelligence over a normal day? Far more than you would think. A walk through Otto's day — and why companies have to actively govern the use of AI.Wed, 07 Jan 2026 00:00:00 GMTArtificial IntelligenceData ProtectionIT SecurityTanja Huberhttps://rzfz.ai/en/insights/local-matters-seqis/https://rzfz.ai/en/insights/local-matters-seqis/Why local AI hardware is suddenly "sexy" again, how reasoning models revolutionize test analysis, and ten concrete, implementable use cases showing how development and testing should work in 2026.Wed, 07 Jan 2026 00:00:00 GMTLocal AIAI EngineeringEU AI ActAlexander Vukovichttps://rzfz.ai/en/insights/lokales-ai-hosting-auf-dem-mac/https://rzfz.ai/en/insights/lokales-ai-hosting-auf-dem-mac/Making the switch to a fully local setup: how to host the coding models Qwen3 Coder 32b and Devstral performantly on an Apple Silicon Mac with llama.cpp — and configure each one optimally for its particular strengths.Wed, 07 Jan 2026 00:00:00 GMTAI HostingOpen SourceCodingDaniel Kleisslhttps://rzfz.ai/en/insights/denken-trotz-ki/https://rzfz.ai/en/insights/denken-trotz-ki/AI tools make our everyday work enormously easier — but the more we rely on them, the greater the danger of unlearning how to think for ourselves. On cognitive laziness, automation bias and a simple method for staying critical.Tue, 30 Dec 2025 00:00:00 GMTCritical ThinkingAI LiteracyAutomationSEQIShttps://rzfz.ai/en/insights/ki-im-unternehmen-praxis-leitfaden-datenschutz-ai-act/https://rzfz.ai/en/insights/ki-im-unternehmen-praxis-leitfaden-datenschutz-ai-act/For which tasks can AI models be used safely, what happens to sensitive company data, and where is the red line between consumer tools and enterprise APIs? A practical guide for the DACH region.Mon, 29 Dec 2025 00:00:00 GMTData ProtectionAI ActComplianceSEQIShttps://rzfz.ai/en/insights/der-ai-act-im-jahr-2025-was-bisher-geschah/https://rzfz.ai/en/insights/der-ai-act-im-jahr-2025-was-bisher-geschah/2025 was the year the EU AI Act moved from legislative theory into operational reality — and the year in which early enforcement problems, national delays and the GPAI dispute began to call the achievement into question.Tue, 23 Dec 2025 00:00:00 GMTEU AI ActRegulationGovernanceAlexander Lewischhttps://rzfz.ai/en/insights/die-konvergenz-von-ki-ethik-und-dem-ai-act/https://rzfz.ai/en/insights/die-konvergenz-von-ki-ethik-und-dem-ai-act/The EU AI Act is an attempt to translate classical philosophical-ethical principles into binding law. A look at the philosophical roots of the law — and at the gaps that remain in its enforcement.Tue, 23 Dec 2025 00:00:00 GMTAI EthicsEU AI ActPhilosophyAlexander Lewischhttps://rzfz.ai/en/insights/ki-souveraenitaet-wie-local-ai-die-datenhoheit-sichert/https://rzfz.ai/en/insights/ki-souveraenitaet-wie-local-ai-die-datenhoheit-sichert/This article examines the strategic importance of local AI in the context of the EU AI Act and data sovereignty. It compares local and cloud-based AI systems on privacy, cost and scalability, and shows how local AI proactively supports compliance with regulatory requirements.Tue, 23 Dec 2025 00:00:00 GMTLocal AIData OwnershipEU AI ActSEQIShttps://rzfz.ai/en/insights/tschuess-cloud-hallo-souveraenitaet/https://rzfz.ai/en/insights/tschuess-cloud-hallo-souveraenitaet/Artificial intelligence is spreading across every market — raising questions of privacy, control and cost. A technical overview of the three pillars Local AI rests on: miniaturisation, inference engines and memory-centric hardware.Tue, 23 Dec 2025 00:00:00 GMTLocal AIData SovereigntyModel OptimisationMartin Brandhuberhttps://rzfz.ai/en/insights/local-ai-vorteile-nachteile/https://rzfz.ai/en/insights/local-ai-vorteile-nachteile/Artificial intelligence does not have to come from the cloud. Local AI promises data control and independence, but also places clear demands on hardware and operations. An overview of the advantages, disadvantages and the sensible hybrid approach.Mon, 22 Dec 2025 00:00:00 GMTLocal AIAI InfrastructureSEQIShttps://rzfz.ai/en/insights/smart-testing-strategies-resource-efficient/https://rzfz.ai/en/insights/smart-testing-strategies-resource-efficient/Software testing is essential — but often redundant and resource-hungry. This article presents smart strategies (risk-based testing, deduplication, selective and cloud-based execution, energy-aware scheduling) that make testing leaner, faster and greener.Tue, 08 Jul 2025 00:00:00 GMTSoftware TestingSustainabilitySEQIShttps://rzfz.ai/en/insights/test-data-management-meets-sustainability/https://rzfz.ai/en/insights/test-data-management-meets-sustainability/Large-scale software testing consumes significant resources. This article shows how sustainable test data management — synthetic data, smart storage, automation and compliance — cuts waste, saves cost and lowers the carbon footprint.Tue, 08 Jul 2025 00:00:00 GMTTest Data ManagementSustainabilitySEQIShttps://rzfz.ai/en/insights/nachhaltigkeit-vs-fortschritt-ist-ki-ein-umweltproblem/https://rzfz.ai/en/insights/nachhaltigkeit-vs-fortschritt-ist-ki-ein-umweltproblem/Artificial intelligence promises efficiency and innovation — yet the energy, resource and water consumption of data centres is growing rapidly. A look at the ecological downside of AI and at paths towards more sustainable use.Mon, 07 Jul 2025 00:00:00 GMTSustainabilityArtificial IntelligenceMartin Brandhuberhttps://rzfz.ai/en/insights/codeium-der-einzig-sinnvolle-code-assistent/https://rzfz.ai/en/insights/codeium-der-einzig-sinnvolle-code-assistent/Data protection, copyright and daily life with an AI coding assistant: why Codeium — above all with Codeium Command — gets a lot right, and where latency and context still slow it down.Wed, 21 Aug 2024 00:00:00 GMTAI DevelopmentDeveloper ToolsDaniel Kleisslhttps://rzfz.ai/en/insights/der-eu-ai-act-ki-verordnung-der-eu/https://rzfz.ai/en/insights/der-eu-ai-act-ki-verordnung-der-eu/Three years after the Commission's proposal, the EU agreed on the AI Act — the world's first comprehensive framework for artificial intelligence. An overview of its structure, risk classes and deadlines.Wed, 21 Aug 2024 00:00:00 GMTEU AI ActRegulationAIAlexander Lewischhttps://rzfz.ai/en/insights/nachhaltigkeit-in-der-software-entwicklung/https://rzfz.ai/en/insights/nachhaltigkeit-in-der-software-entwicklung/What does sustainability actually mean for IT? Between sufficiency, social sustainability and "we'll just throw more hardware at it" — a plea to deliberately question established processes.Wed, 21 Aug 2024 00:00:00 GMTSustainabilitySoftware DevelopmentKlemens Loschyhttps://rzfz.ai/en/insights/shift-left-testing/https://rzfz.ai/en/insights/shift-left-testing/From Meyers' "The Art of Software Testing" through the agile revolution to Shift Left Testing: how testing is returning to where it once was — to the requirements and into the delivery team.Wed, 21 Aug 2024 00:00:00 GMTTestingQualityAgileAlexander Vukovichttps://rzfz.ai/en/insights/die-geschichte-von-artificial-intelligence/https://rzfz.ai/en/insights/die-geschichte-von-artificial-intelligence/From the McCulloch-Pitts neuron through the Turing test and Deep Blue to ChatGPT: a chronological journey through the most important milestones of artificial intelligence.Tue, 07 Nov 2023 00:00:00 GMTAIHistoryTanja Huberhttps://rzfz.ai/en/insights/chatgpt-im-interview-zukunft-augmented-reality/https://rzfz.ai/en/insights/chatgpt-im-interview-zukunft-augmented-reality/An interview with ChatGPT about augmented reality: applications in education, retail and medicine, AR in software testing, and an honest conclusion about substance and prompt engineering.Fri, 03 Nov 2023 00:00:00 GMTAIAugmented RealityInterviewKlemens Loschyhttps://rzfz.ai/en/insights/das-ende-der-menschlichen-designer-ai-grafikdesign/https://rzfz.ai/en/insights/das-ende-der-menschlichen-designer-ai-grafikdesign/Artificial intelligence can today generate entire brand identities at the push of a button. But can it also replace the emotional depth of a creative process — and where does the line to intellectual property run?Fri, 03 Nov 2023 00:00:00 GMTAIGraphic DesignCreativitySEQIShttps://rzfz.ai/en/insights/die-magische-welt-der-augmented-reality/https://rzfz.ai/en/insights/die-magische-welt-der-augmented-reality/From AR navigation through archaeology and museums to haptic gloves and the Spacetop — concrete examples show how augmented reality extends our reality.Fri, 03 Nov 2023 00:00:00 GMTAugmented RealityImmersive TechnologiesSEQIShttps://rzfz.ai/en/insights/dimensionen-der-realitaet-was-ist-ar/https://rzfz.ai/en/insights/dimensionen-der-realitaet-was-ist-ar/What does Augmented Reality mean, when did it emerge and how do the real and digital worlds merge? An excursion into a technology that is far removed from any dystopia.Fri, 03 Nov 2023 00:00:00 GMTAugmented RealityTechnologySEQIShttps://rzfz.ai/en/insights/eye-tracking-immersive-medien-holoportation/https://rzfz.ai/en/insights/eye-tracking-immersive-medien-holoportation/Augmented reality has long been ubiquitous — from the TikTok filter to Microsoft Holoportation. What potential does AR hold for communication and society, and what stays human about it?Fri, 03 Nov 2023 00:00:00 GMTAugmented RealityCommunicationMartin Brandhuberhttps://rzfz.ai/en/insights/ki-im-projektmanagement/https://rzfz.ai/en/insights/ki-im-projektmanagement/From decision-making through resource management to quality assurance: an overview of concrete use cases for AI in project management — and what it means for the role of the project manager.Fri, 03 Nov 2023 00:00:00 GMTAIProject ManagementUse CasesEric Pieberhttps://rzfz.ai/en/insights/ki-in-der-medizin-interview-mit-dr-valentin-biehal/https://rzfz.ai/en/insights/ki-in-der-medizin-interview-mit-dr-valentin-biehal/Dr Valentin Biehal, a specialist in psychiatry and psychotherapeutic medicine, talks about the role of AI in clinical practice — from image recognition in radiography to large language models in psychiatry.Fri, 03 Nov 2023 00:00:00 GMTAIMedicineInterviewMelanie Gauhttps://rzfz.ai/en/insights/was-ist-kuenstliche-intelligenz-ausflug-in-die-philosophie/https://rzfz.ai/en/insights/was-ist-kuenstliche-intelligenz-ausflug-in-die-philosophie/From "weak" and "strong" AI through the Turing test and Searle's Chinese Room to the trolley problem: a philosophical tour through the central questions of intelligence, consciousness and machine ethics.Fri, 03 Nov 2023 00:00:00 GMTAIPhilosophyEthicsMelanie Gau