Knapsack

Are you ready to scale your digital product delivery? Join us in Los Angeles for Patterns, a summit for product, design, and engineering decision-makers focused on building and delivering digital products! Discover innovative strategies to drive adoption, scale, and build using AI-driven workflows. Hear from enterprise leaders, participate in interactive sessions, and stay ahead of the curve. Apply now and be part of the future of product development in Los Angeles!

Are you ready to scale your digital product delivery? Join us in Los Angeles for Patterns, a summit for product, design, and engineering decision-makers focused on building and delivering digital products! Discover innovative strategies to drive adoption, scale, and build using AI-driven workflows. Hear from enterprise leaders, participate in interactive sessions, and stay ahead of the curve. Apply now and be part of the future of product development in Los Angeles!

Are you ready to scale your digital product delivery? Join us in Austin for Patterns, a summit for product, design, and engineering decision-makers focused on building and delivering digital products! Discover innovative strategies to drive adoption, scale, and build using AI-driven workflows. Hear from enterprise leaders, participate in interactive sessions, and stay ahead of the curve. Apply now and be part of the future of product development in Austin!

Most design systems weren't built for AI. Christoph Hellmuth has the data to prove it. He created a benchmark that tests six dimensions: agent usage rate, accuracy, hallucination frequency, and three others that expose failures traditional audits miss. Then he ran it against production design systems. The results: the highest score was 63 out of 100. The AI-native threshold is 70. That 7-point gap is where things break. On October 9, we're talking through his framework, what actually failed in testing, and why most teams measure the wrong things when they think about AI readiness. If you're responsible for how AI interacts with your design system, this conversation will save you months of guessing. October 9 | 6pm CEST / 9am PDT https://lnkd.in/g4ddN32b

Today, your design system is advice. AI doesn't take advice. Your design system is advice. Carefully documented, strategically enforced advice. And right now? AI ignores it. Your teams are building with code assistants and design agents that have zero idea whether they're following your system, breaking it, or just guessing. They ship with total confidence. You find out in production. Tomorrow (Aug 11), Sam Alexander is running live evaluations to show you exactly what your AI actually does with your design system. Not opinions. Measured output. Join the live eval → https://luma.com/544su80a

You shouldn’t have to hope AI follows your brand, accessibility rules, or design standards—you should be able to prove it. Watch us put the same AI through the same brief two ways. You’ll see where AI breaks, how to measure the gaps, and how Knapsack closes them for enterprise teams.