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Most SaaS products don’t fail at launch. They start breaking when scale hits: more users, more data, more integrations. Everything works early on until growth exposes the cracks. The issue is rarely code — it’s architecture.
Common patterns I see in B2B SaaS and AI products: systems built fast without scale in mind, APIs designed for MVP not real usage, data models that don’t evolve with growth.
As usage increases, performance drops, features slow down, and teams start rewriting instead of scaling. At that point, it’s no longer just a technical problem — it becomes a business risk.
The difference is simple: products that scale are designed for scale early.
If you're building or scaling a SaaS/AI product and want to avoid these issues, happy to share how I approach scalable system design.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
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Could Claude Design replace your first design sprint?
I tested Claude Design to build a Personal Financial dashboard interactive prototype — starting with nothing but plain language and rough Figma screenshots. Here's my honest take:
✨ What wowed me
The depth of product logic genuinely surprised me. It didn't just lay out components — it thought like a product designer. It generated an insight like "If you increase your monthly contributions by £100, you'd end up with £112K" in the relevant section. Something I hadn't even thought to include.
🟡 The icons and layout felt warm and considered from the very first generation.
🟡 It even brought a lightweight design system: edit/set your fonts and background, and it updates across the entire prototype.
🟡 And before building anything, Claude Design asks thoughtful questions about your colour choices, fonts, and intent, which genuinely helps you spend your tokens wisely.
🚧 What it can't replace yet
The interaction layer. Some interactions worked, some were just layout — and for a mid-fidelity prototype, I get it. But crucial interactions need to function. That said, I think Claude Code will eventually sort this out.
The verdict? Claude Design isn't replacing Figma or a senior product designer anytime soon — but the thoughtfulness it brings to the first draft is genuinely impressive.
Have you tried building a prototype with AI yet? What was your experience? 👇
♥️ Btw, if anyone's interested in the product, I'm actually close to the final version! Follow @clearday.financial.dashboard for updates, stay tuned! 👀
good job
AI products don’t lose users because of features. They lose them because they look like experiments.
For Newly, we designed a landing page concept that communicates speed and credibility from the first screen. Newly lets users create mobile apps from AI prompts and publish directly to the App Store and Google Play — so the design had to feel structured, clean, and production-ready.
We built a clear layout system with strong hierarchy and used 3D animation to add depth without clutter.
This was created with a design subscription from FANCY — and yes, we’re currently open to new projects.
Looks Amazing 🔥
good work
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