top of page


AI can build apps instantly—but will they survive success?
There’s a moment—usually right after the first prompt—when AI app building feels like you’ve found a cheat code for software. You describe the app. It appears. Login, CRUD, a dashboard, maybe even some half-convincing business logic. And for demos, that’s genuinely impressive. But “it runs” is not the bar that production sets. Production wants boring things: auditability, upgrades, security posture, consistent behavior across platforms, and the ability to change the system wi
Adam Ginsburg
4 days ago4 min read


Why Your Next AI App Should Be "Semantic," Not Just Generated
The AI Prototype Paradox The software industry is currently intoxicated by the magic of "prompt-to-app" tools. We are witnessing a phase where anyone can talk an idea into existence in seconds, a phenomenon that feels like a superpower. However, for the seasoned product strategist, this speed masks a profound architectural trap: the AI Prototype Paradox. The paradox is simple: the faster you generate an app using raw AI-generated code, the faster you create technical debt. Th
Adam Ginsburg
Feb 114 min read


The Future of Software: Systems of Record + Context Graphs
How AI becomes operational when it can work inside your real business systems The Big Idea A lot of "AI future" talk is converging on the same point: AI becomes genuinely powerful only when it can work inside your Systems of Record (SoR) —the apps where real business data and work live (CRM, support, billing, docs, messaging, etc.). Some people call the connective layer between these systems and AI "context graphs." The label is new-ish, but the problem isn’t: critical conte
Adam Ginsburg
Feb 103 min read


From Vibe Code to Real-World Tools: The Missing Layer for AI-Enabled Applications
Over the past few years, we’ve witnessed an incredible acceleration in the AI landscape. One of the most promising frontiers is using AI to build applications—a process often dubbed Vibe Coding . The ability to translate natural language prompts into working software definitions or code is transformative. As we look at how AI is being used in application development, two main streams have emerged: AI Generates All the Code: This path is powerful and we use it ourselves. Howe
Adam Ginsburg
Feb 23 min read


Why Semantic App Definitions Are Emerging as the Missing Layer for AI-Built Software
For the past two years, the dominant narrative around AI and software development has been simple: large language models can now write code . Frontend components, backend services, database schemas — all generated from prompts. In practice, this approach has hit predictable limits. AI-generated code is often impressive in demos, but fragile in production. It can be hard to audit, difficult to evolve, and expensive to maintain. The deeper problem isn’t model capability — it’s
Adam Ginsburg
Dec 18, 20254 min read


Hedge Your Bet on AGI: Why a Hybrid Approach to AI Vibe Coding Just Makes More Sense
Every week, another headline promises that AI is about to write all our code, ship all our features, and make human developers optional. Depending on who you listen to, we’re anywhere from 3 months to 100 years away from AI doing “essentially all” software development. As someone who lives in the middle of this storm—building with AI every day, shipping production apps, and running an AI-powered no-code platform—I’m excited about what’s coming. I’m also… cautious. This is a
Adam Ginsburg
Dec 2, 20258 min read


Vibe Coding with an Opinionated No-Code Platform – Pros & Cons
Introduction: The Rise of AI + No-Code AI has brought a new way to build software. Instead of starting from scratch with code, you can...
Adam Ginsburg
Sep 11, 20255 min read


AI-Powered Receipt and Invoice Automation: The Future for Accounting
The True Cost of Manual Receipt and Invoice Processing—and How AI Is Changing the Game Manual processing of receipts and invoices is a...
Adam Ginsburg
Jun 8, 20252 min read


Using AI to Generate Code Is NOT the Same as No-Code – Here’s Why That Matters
AI is transforming software development. But as new tools flood the market promising to “build your app with a prompt,” it’s easy to miss...
Adam Ginsburg
Jun 3, 20253 min read


Figma Sites Is Here — But What If You Also Need an App?
For years, designers completed their work in Figma only to hit a wall when it came to bringing those designs to life. Launching a website...
Adam Ginsburg
May 22, 20256 min read


Exploring Google Stitch and Figma First Draft: A Quick Comparison
Google Stitch vs Figma First Draft: Which AI Design Tool Delivers Real Code? In the world of no-code tools, startups, and AI magic,...
Adam Ginsburg
May 22, 20252 min read


How to Build an AI-Powered Chatbot Without Coding
Are you overwhelmed by a constant influx of emails, messages, and repetitive customer queries? Imagine having an AI chatbot that...
Adam Ginsburg
Mar 11, 20254 min read


Build and Customize Online Courses with No-Code & Figma: Course Quiz App
Are you looking for a fast, no-code way to create and launch online courses? Whether you're a Figma designer, AI-powered no-code builder,...
Adam Ginsburg
Mar 11, 20253 min read


Vibe Coding: The Future of AI-Accelerated App Development (With a Little Help From Figma & Buzzy)
or is it Vibe Designing, Vibe Prototyping, Vibe Building or maybe just Vibing??? Introduction: The AI Takeover (In a Good Way) Once upon...
Adam Ginsburg
Mar 11, 20256 min read


Buzzy to Figma: Building a fully functional app in 2024
Ever felt like building an app but got overwhelmed by the whole coding thing? You're not alone! Many people have great ideas but don't...
fahim329
Oct 28, 20247 min read


17 App Development Challenges to Conquer in 2024
Building an AI app? It's exciting but fraught with unique challenges. From complex algorithms to ethical considerations, there's a lot to...
fahim329
Oct 27, 20247 min read


Master Figma Automarkup & Boost Your Workflow in 2024
Ever feel like you're spending way too much time turning your awesome Figma designs into actual code? Yeah, we've all been there. But...
fahim329
Oct 27, 20249 min read


Mastering Figma First Draft: Step-by-Step Design Process in 2024
Ever tried to build a house without a blueprint? It'd be a mess! The same goes for designing apps or websites. Jumping into Figma without...
fahim329
Oct 27, 202410 min read


30 Essential Figma Shortcuts to Boost Your Productivity in 2024
Imagine designing a sleek new interface in Figma. Ideas are flowing, but then you need to resize an element. You grab your mouse,...
fahim329
Oct 27, 20246 min read


Intro to Figma Animations: Bringing Your Designs to Life 2024
Want to add some pizzazz to your designs? Figma animations are the answer! Figma is a popular design tool with powerful animation tools...
fahim329
Oct 25, 202410 min read
The Buzzy Blog
Tips, hacks and news from Buzzy
bottom of page
