Building agentic AI for ERP >

How to Develop Taste

In 2025–2026 everyone has superpowers. If someone doesn't like how you built something, they'll build it themselves. The hard engineering problem—the thing that used to be the moat—is commoditized. What remains is taste. Good taste plus good product instincts is the edge.

The design lifecycle

Design happens in phases, like software.

  1. Result — Something ships.
  2. Iteration — You refine, test, refine again.
  3. Ideation — You form your own version.
  4. Inspiration — You see something that moves you.

Most people skip to iteration: blank canvas, pushing pixels, no foundation. That's how you get things that work but nobody remembers. Taste is built upstream—in what you consume and how you think—long before anything gets committed to code or to a no-code canvas.

Taste is a muscle

Developing taste isn't an innate gift. It's a muscle, and one of the easier ones to build. It requires active practice.

Scroll Pinterest or Cosmos and study UI components. Join design threads on X or in Discord. Watch how designers build in 2025—Figma, v0, Lovable, Bolt. Pay attention when you use products: not as a user, but as a student. Why did that feel smooth? Why did that annoy you?

Good design knows when to add friction and when to remove it. A loading state is friction, but it orients the user. Cutting unnecessary steps—removing a confirmation nobody reads, collapsing two screens into one—is taste. Knowing what to keep and what to kill is the game. The practice doesn't have to be formal; it has to be consistent.

Go where taste makers go

Builders and designers sample many tools and products. They notice moments that feel good—a transition, a layout, a micro-interaction—and they isolate those moments. They save them. They share them to close the feedback loop.

The tools for this in 2025–2026: Cosmos, Pinterest, Mobbin, Figma Community, v0 by Vercel, and design-heavy corners of X and TikTok. These are taste libraries. Similarity search matters: algorithms surface things on the fringe of your interests—similar enough to resonate, different enough to stretch. Most strong designers have one or two people they look up to, or one style they're chasing as a north star.

Learn the names of things

Naming something matters. Describing it matters more when you don't know the name yet.

"That's a bento grid." "That's a staggered reveal." "That transition uses spring physics." When you can articulate what you're seeing, you can search for it, reference it, recreate it—and you can direct your agents and AI tools with precision. Vocabulary is a design tool.

Seasons

Designers have seasons, like fashion. One season you're deep into 3D and isometric work. The next you're drawn to brutalism, or integrating real-world photography into interfaces. That's range. Good designers cycle through influences and let them inform what they make. Breadth becomes depth.

The ones you can't forget

You recognize great design because you keep remembering it. Days or weeks later it's still there. That's the signal. When a design haunts you, chase it. Study it. Break it apart. Figure out why it stuck—color, typography, spacing, motion. That feeling is usually the best indicator of a style worth emulating.

Complex, then simple

Designs start complex and become simple. First make it work, then make it elegant. The first version is messy. The discipline is in what you remove. Simplicity isn't the starting point; it's the destination.

The bottleneck has moved

Before, the advantage was solving the hardest engineering problem. Now it's understanding the user better. With AI-assisted and agent-driven development, "can we build it?" is no longer the question. "Does it feel right?" is. That puts product and design in a strong position. You can borrow taste through curation—screenshots, references, design libraries, video—all surfaced as context for your tools. You can approximate taste while you develop your own.

Go where the taste makers go. Observe the patterns. Learn the names of things. Emulate, test, isolate. Build a store of what you love. Pay attention to the designs you can't forget—then chase that feeling.