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Marcello Cultreraleft a comment
Hi @cyberiaa, complexity in human terms is multi-step reasoning, abstract logic, contextual variation but this isn’t always what’s complex for a language model. LLMs excel at pattern recognition across vast datasets, so tasks like summarising thousands of documents or generating boilerplate code can be trivial. But things we consider simple like understanding sarcasm, preserving intent across a...
What is actually a “complex problem” for LLMs?
Hassan JahanJoin the discussion
Marcello Cultreraleft a comment
Hi Chris, to activate Windsurf Next and access beta features like Lifeguard, follow these activation steps: - Open Windsurf IDE Launch the Windsurf Editor on your local system or browser. - Navigate to Settings Click the gear icon or go to Settings > Experimental Features. - Enable Windsurf Next Toggle the switch for “Windsurf Next Beta” or “Enable Lifeguard Preview” if listed separately. -...
Windsurf ships beta preview of "Lifeguard", a tool to help you find and resolve bugs inside your IDE
Chris MessinaJoin the discussion
Marcello Cultreraleft a comment
We use Stripe but try as well Paddle, Lemon Squeezy.
What’s the easiest no-code tool for handling subscriptions + payments?
Mohit MohtaJoin the discussion
Marcello Cultreraleft a comment
We’re offering 1,000 free credits to the Product Hunt community- enough to build a few apps and explore how it fits your workflow. I’d love to open up a conversation around: - What makes no-code truly developer-friendly? - How do you preserve semantic intent across design and code? - What’s missing in current prototyping tools? - How do you balance speed with structure? Whether you're building...

CodeFlowIdea to app in a minute
Marcello Cultreraleft a comment
We’re extending a complimentary early access plan that includes 1,000 credits for Free - sufficient to build approximately two to three simple applications or one more complex prototype.
CodeFlow - the new no-code building something beautifully simple for developers and thinkers.
Marcello CultreraJoin the discussion
Marcello Cultreraleft a comment
@ragsontherocks This kind of thing happens. I probably made a few of the same mistakes myself launching here today my platform. Experiments like this are valuable, they’re recognised as high signal, low ego - and they teach you loads on engagement. Progress always comes from running simulations, observing edge cases, and listening to the uncomfortable feedback. That’s how you build something...
Marcello Cultreraleft a comment
👋 Hey Product Hunt! Thrilled to introduce CodeFlow; a lightning-fast code generation platform designed to turn your ideas into working applications in under a minute. Whether you're starting from a plain-text prompt or a Figma design, CodeFlow instantly generates editable React apps right in your browser. - What you can do today 1. Describe your app in plain English and get clean React,...

CodeFlowIdea to app in a minute
CodeFlow is a web-based platform that turns your ideas into working applications, fast.
Describing an app in plain English or uploading a Figma design, CodeFlow generates clean, semantic React/HTML/CSS code with built-in accessibility and styling.

CodeFlowIdea to app in a minute
Marcello Cultreraleft a comment
A similar approach is attempted by Mira Murati at Thinking Machines where most researchers are either quants or mathematicians. Axiom’s approach of starting with an AI mathematician is inline with this more recent trend shifting from earlier focus on autoregressive transformers pattern recognition (LLMs/ data science engineering) to more theoretical work on structured reasoning. It's brilliant.
$64M Seed Round for a Self-Improving AI Mathematician
Chris MessinaJoin the discussion
Marcello Cultrerastarted a discussion
CodeFlow - the new no-code building something beautifully simple for developers and thinkers.
Hi everyone 👋 We’ve just launched an innovative no-code platform called CodeFlow. Fully bootstrapped and built with care, it’s a prototyping engine that turns natural language and Figma designs into working React apps - fast. CodeFlow generates infrastructure-native, accessible code you can edit directly in the browser. No GPU training, no heavy setup just a clean path from idea to interface....
