Viktor
3.8K posts

Viktor
@engborg
📱 Design lead @SuppCo. Running STRs @houseof. 20 years designing, now building my own tools. 🇸🇪→🌴
SoCal Katılım Nisan 2007
625 Takip Edilen401 Takipçiler

Every home is now editable
Drafted@DraftedAI
WE JUST GAVE ARCHITECTURE A REMIX BUTTON See a home you like, use it as inspiration, and Remix it into one you love.
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Geometry changes everything.
Geometry was the missing layer in AI.
We believe if you don’t own the geometry, you don’t own the outcome.
Now it’s obvious.
Text → Floorplans → CAD → Render
Made with @opengeometry, @threejs @GoogleAI
#aec #bim #cad #architecture #building
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Viktor retweetledi

@engborg We'd like to have a look at the situation for you. Can you kindly DM us the email address registered on Airbnb? twitter.com/messages/compo…
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Hey @Airbnb — you just cancelled our highest-revenue booking of the year with zero notice and zero explanation. No call, no message, nothing. We found out on our own. The guest was a verified Superhost since 2013 with 21 five-star reviews, but you called it a "Security risk." 🧵
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20 things that make your VIBE CODED app a SINKING SHIP :
1/ no rate limiting on API routes
> anyone can spam your backend into a $500 bill overnight
2/ auth tokens stored in localStorage
> one XSS attack = every single user account compromised
3/ no input sanitisation on forms
> SQL injection still works in 2026. your AI didnt tell you that.
4/ hardcoded API keys in the frontend
> someone WILL find them within 48 hours of launch
5/ stripe webhooks with no signature verification
> anyone can fake a successful payment event
6/ no database indexing on queried fields
> works fine at 100 users. completely dies at 1,000.
7/ no error boundaries in the UI
> one crash = white screen = user never comes back
8/ sessions that never expire
> stolen token = permanent access to that account. forever.
9/ no pagination on database queries
> one fetch loads your entire database into memory
10/ password reset links that dont expire
> old email in someones inbox = instant account takeover
11/ no environment variable validation at startup
> app silently breaks in production with zero error message
12/ images uploaded directly to your server
> no CDN = 8 second load times + massive hosting bill
13/ no CORS policy
> any website on the internet can make requests to your API
14/ emails sent synchronously in request handlers
> one slow SMTP server = your entire app hangs
15/ no database connection pooling
> first traffic spike = database crashes
16/ admin routes with no role checks
> any logged in user can access your admin panel
17/ no health check endpoint
> your app goes down silently. you find out from a client.
18/ no logging in production
> when something breaks you have zero idea where or why
19/ no backup strategy on your database
> one bad migration = all your user data. gone.
20/ no TypeScript on AI generated code
> AI writes confident, wrong, untyped code and you ship it anyway
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@emmettshine Smart framing. The 'voice in the room' positioning is where health-tech needs to go — make environmental risks actionable through conversation, not another dashboard. Full-gen AI workflows show the new dev model works.
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Incredibly interesting video since it highlights the differences for different roles and areas of expertise in tech, and how they view and feel about AI.
If this is how engineers feel — I am and feel the complete opposite as a designer. I can now ship for the first time ever, and I’m also having more fun than ever.
I don’t know what this means for how roles shift in the near future, but I’m excited.
Mo@atmoio
I was a 10x engineer. Now I'm useless.
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I still think o3 was the best OAI model out there, really had the "oh wow this is great" feeling that's been hard to find with models after that
GPT 5 felt rushed, no feedback on 5.1 and 5.2. Codex models are good but super duper slow. But o3? o3 was perfect, was ahead of everything. Only model I can definitively sense better than o3 is Opus 4.6
Fwiw I think some of it has to do with aggressive benchmark optimization

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Who is “US government” in this aspect? Just the White House? They can do this without congress intervention in any capacity whatsoever? Wild times.
Watcher.Guru@WatcherGuru
JUST IN: 🇺🇸 US government officially designates AI company Anthropic a "supply chain risk." This is a label normally reserved for US enemies & adversaries, never applied to an American company before.
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Agents can one shot mobile apps, but testing is still the bottleneck.
So we built a CLI that gives Claude Code the one thing it was missing - eyes and hands
The best part? t's fully vision-based:
- No scripts, no selectors, no element IDs
- It interacts with the app exactly like a human would
Claude now writes code → tests it on the app → sees what broke → fixes it
Spawn a cloud agent, go to sleep, and wake up knowing it actually worked.
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