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    Published work

    Insights & case studies

    Case studies, essays and posts from our practice — each with a short summary and the original source.

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    Articles & posts

    Article•June 2026•DE

    Vibe Coding Is Cheap – But Only at First. The Economics of AI Development

    Vibe Coding is almost free to start – but the bill arrives later: token burn, maintenance tax, security cleanup. Beyond a crossover point, Agentic Engineering delivers 3–10× lower TCO per feature. The decisive lever is total cost of ownership, not startup cost.

    Vibe CodingTotal Cost of OwnershipAgentic EngineeringToken EconomicsAI Development
    Article•May 2026•EN•Vinko Novak

    The Deceptive Efficiency Trap – why developers using AI feel fast and why that feeling is a problem

    Vinko Novak contrasts AI as search replacement with AI as delegation and argues that many teams confuse feeling faster with operating near the actual frontier of speed.

    AI CodingDeveloper ProductivityAgentsAutomation
    Post•May 2026•EN

    ~50 Slash-Commands for Claude Code – a practical overview

    A compact overview of around 50 slash-commands in Claude Code – what they do, when to use them, and how they accelerate the AI coding workflow.

    Claude CodeAI CodingDeveloper ProductivityTooling
    Post•May 2026•DE

    AI Transformation: Building Trust and Managing Change

    Why AI transformation is above all a trust and change-management challenge – and how organisations can put the human factor at the centre.

    AI TransformationTrustChange ManagementLeadership
    Article•March 2026•DE

    From shop project to digital product business

    A post on the difference between isolated shop projects and a real digital product business with stable, empowered product teams in e-commerce.

    Product Operating ModelE-CommerceEmpowered TeamsOutcome
    Article•January 2025•EN

    Personalise your customers’ experience

    A structured article on AI-driven personalization: customer data audit, journey mapping, AI readiness, customer-centric vision, integrated tech stack and continuous feedback loops.

    AI PersonalizationCustomer StrategyCDPCRMOmnichannel
    Article•November 2024•EN

    The Power of Autonomous Product Teams: Driving Innovation at Scale

    Scenaryo positions autonomous product teams as the engine of fast validation and scalable delivery across product, design, engineering and AI.

    Autonomous TeamsProduct Operating ModelInnovationAI Engineering
    Article•November 2024•EN

    High-Level Offering for C-Level Executives

    An offer statement for senior leadership: strategic advisory, innovation acceleration, performance optimization and program management designed for transformation at C-level.

    C-LevelStrategyTransformationAdvisory
    Article•November 2024•EN

    Unleashing Innovation: The Power of Design Sprints

    An overview of the five-day design sprint model as a method for reducing risk, accelerating learning and validating ideas with real users.

    Design SprintUser ResearchPrototypingValidation
    Article•November 2024•DE

    Standardization in Software Systems: Increasing Efficiency While Staying Flexible

    A post on the value of standards in software systems, the sensible limits of standardization, and the governance question when exceptions are needed.

    StandardizationIT GovernanceScalabilitySoftware Systems
    Article•November 2024•EN

    Transforming from Project Management to Product Management: A Guide to Unlocking Long-Term Success

    A practical argument for moving from project delivery to product management: long-term focus, customer-centricity and cross-functional teams as the core levers of transformation.

    Project to ProductProduct ManagementTransformationChange
    Article•November 2024•EN

    Mastering Feature Distribution in the Freemium Model: A Strategic Analysis for Software Environments

    A tiering framework for software businesses: what belongs in free, premium, pro and enterprise plans, and how feature allocation should balance adoption and monetization.

    FreemiumSaaSPricingFeature StrategyEnterprise