From what I've seen online so far, the description of these systems is roughly: They asked the model (often Aster) to generate statements in LEAN and then submit those to a LEAN compiler to be checked. Based on the results of attempting the LEAN compilation, they somehow add those statements as fac
Every multi-agent architecture makes a bet: that the coordination overhead is cheaper than the context bloat of a monolithic session. Nobody has published the actual cost.
Mohammad Fauzel Sadeghizad ran 45 controlled experiments across 20 programming tasks to measure the fork tax: the performance p
I like vibe coding. I'm not here to shame anyone out of it. Some of the best things I've shipped started as a half-formed idea typed into a chat box at 11pm.
But if you've done this for more than a weekend, you know the shape of the problem. The first prompt is magic. The fifth one is negotiation.
It's free to use and no-ads. I’ve been experimenting with interactive websites and wanted to make something that felt more like an experience than a normal webpage. So I made Oceana, where you can create a personalized underwater story for someone. You choose the names, fish colors, friendship/roman
Meta Description: How I built a full-stack image-to-3D pipeline using Gemini, Hunyuan3D-2, LangGraph, FastAPI, Trimesh, and WebGL.
I wanted to experiment with a problem that sounds simple:
Can a single 2D image be turned into a usable 3D model?
A single image gives us information about the visib
I have spent more than four years shipping production software, and I have no public repositories worth showing you. Everything substantial I have written at work lives in private repositories that belong to the companies I wrote it for, and confidentiality obligations do not lapse when a role ends.
Hey guys, just after opinions really. If you’re launching a somewhat large site, with quite a bit of stuff going on, would you rely on your own testing or would you suggest getting a third party tester? It’s mostly for things like UX I’m wanting to test. I know have I would expect things to work but
The story behind it
What do web animations usually look like? Fade in, fade out, a slight movement, some scaling.
There is nothing wrong with that. Most interfaces don't need anything more complicated. Sometimes, the best solution is not to add animation at all. It keeps the UI fast, clear, and f
A shared camera experience at a hackathon, community event, or creator booth has an awkward failure mode: the next participant can inherit the previous participant’s makeup, GAN effect, virtual background, or live state.
That is not merely a cleanup bug. It creates a consent problem.
The difficult
Last Tuesday I asked a browser agent to draft an accessible confirmation dialog, and it started streaming tokens immediately. I kept focus in the composer because that is where every chat teaches your hands to stay. Halfway through the answer, a clarifying card asked which heading level I wanted, bu
I’m just starting out in the age of AI. Regardless of what happens with careers, I still want to learn to program (I’m starting with python) and have my sights on sysadmin and backend, type of work. I’d love to one day contribute to open-source distros and have a homelab at some point. Should I ju
JavaScript's typeof is not a type system, it's just a coarse runtime label, and that's why null, functions, arrays, dates, and other values all collapse into the same "object" bucket. submitted by /u/OtherwisePush6424 [link] [留言]