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Insights & Articles

Practical advice on UX, knowledge transfer, and design operations.

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AI Won't Moderate Your User Interview (Yet) — But It Transforms the Prep

80% of UX researchers now use AI, and AI-moderated interviews are being sold as the next step. My take: auto-moderation is weak. Use AI for prep, transcription and analysis — keep humans on the interview.

Fryderyk Pryjma19 Jul 2026
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Knowledge transfer between people in a software team
knowledge-transferdesign-opssoftware-development

Software Is Knowledge Transfer First, Code Second

Before the first commit, software is a chain of interpretations. Why knowledge transfer, not code, decides how projects turn out, and how to get the handovers right.

Fryderyk Pryjma8 Jul 2026
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Knowledge Transfer - Discovery as a core learning process, showing Client Input, Discovery & Ops, Internal Translation, Shared Artefacts flow
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Knowledge Transfer in Software Development Discovery

Knowledge transfer in software development hits hardest at the beginning of a project - in that moment when a lead lands on your desk.

Fryderyk Pryjma2 Dec 2025
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Knowledge transfer - Learning in UX projects, diagram with connected shapes
designindustrial-phdknowledge-management

Start in industrial PhD journey

Starting my industrial PhD while running a UX studio, exploring AI-supported knowledge transfer, design discovery and how teams learn across IT projects.

Fryderyk Pryjma17 Nov 2025
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Discovery practices in the procurement process
businesstechnologydesign-ops

Why Your Tenders & RFPs Fail: A Design Ops Guide to RFI, RFP, and PRD

Discover the common issues with tenders, RFI, and RFP processes and learn how to fix them. A collection of field-tested thoughts on the matter.

Fryderyk Pryjma26 Aug 2025
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Design-Ops Toolkit Real Talk - icons showing Figma, cloud, A/B testing, analytics workflow
aidesigneducation

Tools We Rely On Daily for Design-Ops Success

An honest breakdown of the 13 tools that power our iterative product-design workflow and the hard-earned lessons that keep our design operations evolving.

Fryderyk Pryjma25 Jun 2025
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Satellite DesignOps Framework - infographic showing Discover, Define, Prototype, Validate process
businessdesignsoftware-development

Outsourced UX for Faster Delivery - Studio Founder's reflections

The satellite design studio model: how outsourced UX teams can be 30% faster in delivery compared to traditional in-house approaches.

Fryderyk Pryjma16 Jun 2025
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Is Research Ops part of Design Ops? - Venn diagram showing Research Ops inside Design Ops
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Research Ops is Part of Design Ops

Research Ops IS part of Design Ops. Knowing that is not just tidy taxonomy; it is the compass that keeps discovery and delivery moving in lock-step.

Fryderyk Pryjma9 Jun 2025
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Let's Not Forget UX in IoT Products - illustration of a person interacting with IoT devices
aidesigntechnology

Let's Not Forget UX in IoT Products

UX doesn't stop at the screen. In IoT, it becomes even more layered-combining physical devices, embedded sensors, environments, and digital interfaces.

Fryderyk Pryjma2 Jun 2025
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Design Process: WooCommerce & PrestaShop - illustration comparing both platforms workflow
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Designing the Design Process: WooCommerce & PrestaShop

How to design effectively within the context of launching a shop on WooCommerce or PrestaShop when budget and time constraints require a fast approach.

Fryderyk Pryjma26 May 2025
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Design Ops in the Age of AI-Generated Code - illustration with code editor and wireframe
designaitechnology

Design Ops in the Age of AI-Generated Code

Coding is becoming cheaper than original design work, so we have to change the way design contributes to a project.

Fryderyk Pryjma19 May 2025
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Julia's photography website - screenshot showing homepage with portfolio navigation
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Personal site toolset review - Cursor, Lovable, Webflow and Ghost comparison

How three quick pivots (and ChatGPT) got two websites live. Product operations applied to personal site building.

Fryderyk Pryjma11 May 2025
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