Your UX copy documentation isn’t just for human writers anymore. Here’s how to build a copy ecosystem that AI tools and agents can understand too.
Information architecture isn’t just organizing content. It’s about reducing clicks, creating intuitive pathways, and never making your users search for what they need.
Conversion optimization works best when it improves the experience, not just the metric. This guide covers experimentation, accessibility, personalization, guardrails, and AI-assisted CRO without crossing into manipulation.
Not every enterprise product needs to be intuitive. Complex workflows often require complexity, and trying to eliminate it can make products less powerful for experienced users. Explore why enterprise UX should balance intuitiveness with learnability, efficiency, and long-term mastery.
Learn how to offload long-running Gemini AI requests to Trigger.dev background jobs in Next.js using Server Actions and real-time React hooks.
Learn how to use Google’s LiteRT.js to build a browser-based OCR receipt scanner with WebGPU acceleration and on-device LLM structuring via LiteRT-LM.
Learn how product managers can design products for both humans and AI agents with reliable APIs, permissions, errors, and workflows.
Learn to build multi-turn AI agents with Genkit’s Agents API — with persistent Firestore sessions, detached long-running turns, and human approval gates.
Where AI appears in your interface can shape how users discover, trust, and adopt it. Learn the strengths of common AI UI placement patterns and how to choose the right one for your product.
Meta’s Astryx ships an MCP server and component manifest so agents query real APIs. We tested it against shadcn/ui with Claude Code across three real UI builds.
AI is messy, variable, and tough to capture in traditional requirements. Prompt sets, structured evals, and clear acceptance criteria help teams define, test, and refine how AI should behave.
User stories help UX designers turn research into better design decisions. Learn what makes UX user stories different from Agile user stories, how to write them from user research, and what strong UX-focused stories look like.
