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Just-In-Time Interfaces: Why Your Next App Won't Have Fixed Buttons

Tools & architecture58 min11 Feb 2026

What if your software interface changed based on what you needed to do — right now, in this moment? No fixed dashboards. No predetermined layouts. Just contextual, dynamic interfaces generated on demand.

DP
Dave Pengelley
MS
Matt Slager
MB
Marno Brits
YouTube
Show notes

What if your software interface changed based on what you needed to do — right now, in this moment? No fixed dashboards. No predetermined layouts. Just contextual, dynamic interfaces generated on demand.

In this episode, we explore the shift from building static applications to creating just-in-time interfaces that adapt to user needs. We discuss why agents will build interfaces dynamically instead of using pre-coded layouts, the death of discrete applications and the rise of contextual computing, how to future-proof your knowledge with local files and markdown (not locked in SaaS platforms), the technical literacy gap, and a live demo: building a pricing calculator in 60 seconds with a single prompt.

Key insight from Matt: 'Stop designing systems for humans. Design systems for agents.'

Philosophy: Blueprint before build. Small beats clever. Logic over tools.

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00:00Intro & Weekly Updates
04:04Teaching AI at TAFE: The Knowledge Gap
09:33Just-In-Time Interfaces & Dynamic UI
18:09Why Agents Won't Use Human Code Forever
24:10Branding & Personalization in the AI Era
30:10OpenClaw Experiments: Giving Agents Budgets
37:01Google's Full Stack Advantage
42:12Knowledge Management: Why Local Files Win
50:09Designing Systems for Agents, Not Humans
57:12Live Demo: Building a Pricing Calculator in 60 Seconds