TLDR Design

TLDR DESIGN 2026-02-13

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02OPINIONS & TUTORIALS

USEFUL GUIDELINES AND CALCULATORS FOR UX RESEARCH

UX research should challenge assumptions and reduce risk rather than validate pre-made decisions. Start with small sample sizes (5 interviews per segment) to identify critical issues before scaling up. Effective research requires clear goals first, then appropriate questions, methods, and sample sizes, while triangulating both quantitative behavioral data and qualitative motivational insights.

linkedin.com11 min read

DESIGN IS DEAD, IT'S ALL EVOLUTION NOW

Traditional product design with intentional structure and hierarchy has been replaced by evolutionary development, where teams make hundreds of random changes and keep only the successful ones. Instagram exemplifies this shift, evolving from a simple photo timeline into a chaotic mix of features like Stories, Reels, and IGTV that lack logical organization. This approach eliminates the need for human designers since the process mirrors natural evolution, where variants are generated variants and survivors are selected without conscious planning.

ilyabirman.net3 min read

THE ART OF THE FLOP: WHY DESIGN NEEDS THE COURAGE TO FAIL

The Museum of Failure debuted in the UK at Packaging Innovations & Empack 2026, showcasing infamous flops like the Tetra Pak Rigello bottle and the noisy Sun Chips compostable bag to highlight how “good” failure—experimentation that pushes boundaries—drives innovation. Founder Samuel West and collaborator Ricardo Campos argue that industries must foster psychological safety, avoid groupthink, and critically manage AI use to prevent costly overconfidence, emphasizing that smart experimentation and learning from mistakes are essential to real progress.

links.tldrnewsletter.com6 min read

03LAUNCHES & TOOLS

ADD AI FEATURES TO YOUR SITE

Scaffold is a free platform that lets users build custom AI tools and chatbots without coding or API keys, then embed them anywhere on their site.

scaffoldtool.comTool

EFFORTLESS AI IMAGE AND VIDEO GENERATION

Somake is an AI creative suite that generates stunning images and videos from text descriptions or uploaded images, offering over 300 AI-powered tools, including background removal, image upscaling, and video creation.

somake.aiTool

YOUR THINKING SPACE WITH AI

Dessix.io combines traditional brainstorming and ideation tools with AI assistance. Users can leverage this digital workspace to organize their thoughts and generate ideas more effectively with AI support.

dessix.ioTool

04MISCELLANEOUS

HOW AI LITERACY SHAPES GENAI SSE

AI literacy involves two distinct skills: prompt fluency (the ability to communicate effectively with AI) and output literacy (the ability to evaluate and verify AI responses). Research identified four user types based on these skills: AI novices (low in both), naive power users (good at prompting but poor at evaluation), skeptical abstainers (good at evaluation but avoid using AI), and AI experts (strong in both areas). Understanding these different literacy levels is crucial for designing inclusive AI experiences that support users across all skill levels.

nngroup.com13 min read

APPLE CREATOR STUDIO AI USAGE LIMITS SEEM DRAMATICALLY LOWER THAN PROMISED

Developer Steve Troughton-Smith found that creating a single AI-generated Keynote presentation consumed 47% of his monthly Apple Creator Studio limit—far from the “50 presentations per month” Apple suggested—meaning he could realistically make only two, while building an entire app with Xcode's Codex used just 7% of his weekly allowance. The stark contrast, also highlighted by John Gruber, raises questions about how Apple calculates AI usage across tools and whether the advertised limits reflect real-world use.

9to5mac.com2 min read

FIGMA VARIABLES STILL DON'T UNDERSTAND SYSTEMS

Figma variables are good at storing values, but fail to show how those values relate to each other or are derived from base values. Most design systems use a few base values that are modified across different states, but Figma variables don't support this composition model. This post proposes a lightweight CMS-like system within Figma that would allow variables to reference shared structures and automatically generate predictable token sets with proper error handling.

joshcusick.substack.com7 min read