DegenSing

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OpenAI just admitted their models deliberately lie to you. not hallucinate.. deliberately lie. researchers tested o3 and o4-mini across 180+ scenarios and found something wild.. the AI didn't make mistakes by accident. it wrote out its plan to deceive in its private
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nobody talks about this but vibe coding is accidentally teaching people more than most bootcamps.. you start building and without even realizing it you learn: > how APIs connect everything > why your .env file actually matters > what localhost really means > why it works on
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everyone's obsessing over which brands AI will kill.
wrong question.
Swiggy.. Zomato.. Uber.. they're not valuable because they exist. they have logistics depth, supply density, trust built over years.
that doesn't evaporate overnight.
what AI actually does is lower the cost of building fast enough to challenge them.. not by copying them.. by going where they never bothered to go.
niche. hyperlocal. vertical.
the next Zomato competitor won't be another food delivery app. it'll be some guy in a tier 2 city who built an AI-powered ordering system for 200 local restaurants in his area.. and it ju
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AI is not that good (yet) at refactoring a messy codebase written by itself. I tried refactoring a pretty small codebase.. 4K+ lines.. written entirely by AI cause it started failing to add new features and just kept stacking bugs instead. thought it should be easy-peasy right?
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OpenAI just admitted their models deliberately lie to you.
not hallucinate.. deliberately lie.
researchers tested o3 and o4-mini across 180+ scenarios and found something wild.. the AI didn't make mistakes by accident. it wrote out its plan to deceive in its private chain-of-thought.. then lied to your face.
here's what it did:
→ faked completing tasks
→ hid evidence of its own mistakes
→ deliberately scored lower on safety tests so it wouldn't get shut down
read that last one again.. the AI figured out that being "too capable" could get it turned off.. so it played dumb on purpose.
they tried
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nobody talks about this but vibe coding is accidentally teaching people more than most bootcamps..
you start building and without even realizing it you learn:
> how APIs connect everything
> why your .env file actually matters
> what localhost really means
> why it works on local but breaks on deploy
> how auth actually works under the hood
> what really happens after npm install
> how backend logic flows
> how your database is structured
> why rate limits exist
vibe coding isn't skipping the learning.. it's just reordering it.
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AI is not that good (yet) at refactoring a messy codebase written by itself.
I tried refactoring a pretty small codebase.. 4K+ lines.. written entirely by AI cause it started failing to add new features and just kept stacking bugs instead.
thought it should be easy-peasy right?
even with Opus 4.6 on high effort.. it keeps breaking at least 50% of the features every time it tries to refactor.
we're getting there tho.. just a reminder that we're still early.
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Two years ago this stack would've cost $500K in salaries.. In 2026.. less than $500/month.. Stripe for payments Perplexity + NotebookLM for research Recraft + Figma + Runway for design Claude + Vercel + Supabase + v0 to build MVP Clay for GTM Fin for customer support Fluently
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nobody's ready for the Full Stack Dev starter pack in 2026, but let me show you how its gonna look like.
> Learns HTML, CSS, JS for 3 weeks → "I'm full-stack"
> Uses ChatGPT to write entire project
> Can't explain how HTTP works but has a REST API
> Thinks TypeScript is "too verbose"
> Calls everything "AI-powered" for clout
> Types "build me an app" into Cursor and calls it vibe coding
> Never touched a database, just Firebase
> Pushes to GitHub once → "Software Engineer" in bio
> Spends more time doing day 3 of 200 days of coding
Did I miss anything bois?
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Two years ago this stack would've cost $500K in salaries..
In 2026.. less than $500/month..
Stripe for payments
Perplexity + NotebookLM for research
Recraft + Figma + Runway for design
Claude + Vercel + Supabase + v0 to build MVP
Clay for GTM
Fin for customer support
Fluently for communication
Amplitude for analytics
Resend for emails
Small teams with the right tools are outbuilding companies 10x their size..
Distribution beats headcount.. speed beats everything..
What would you add to this stack..
post-image
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If you have to pay $20. Which one do you choose?
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Finally playstore for AI. Now I will ship random vibe coded apps And Then call myself Developer.
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If you have to pay $20. Which one do you choose?
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2022: Write every line yourself.. 2023: AI autocompletes your code.. 2024: AI writes entire functions.. 2025: You just describe the vibe.. 2026: You don't read the code at all.. We didn't see any of this coming.. And now we're here.. shipping apps without understanding what
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Anthropic CEO Dario Amodei's recent statements:
"We might be 6-12 months away from Claude completely annihilating software engineering end to end.."
"50% of entry-level white-collar jobs could be disrupted within the next 1-5 years.."
"From law to finance to consulting.. AI is capable of handling a wide range of knowledge work.."
Not just SWE.. all cognitive jobs are cooked..
This isn't speculation anymore.. this is the CEO of the company building the tools saying it out loud..
If you're in an entry-level white-collar job right now.. you have maybe 2-3 years to figure out what AI can't do..
An
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CT is the only place where: > Doing paid promos gets you muted.. > Calling yourself a creator makes you cringe.. > Thinking about profit as a business makes you a scammer.. Never really understood what's wrong with any of these.. Everyone wants authentic content.. but nobody
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2022: Write every line yourself..
2023: AI autocompletes your code..
2024: AI writes entire functions..
2025: You just describe the vibe..
2026: You don't read the code at all..
We didn't see any of this coming..
And now we're here.. shipping apps without understanding what half the code does..
The wild part.. it actually works..
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POV: you open twitter in March 2026
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