My x feed is dogshit now. Every other post is some fucking retard claiming they just tell claude one or two prompts and make six figures. Fuck off plsss 🙏 Like are they all just bots made by anthropic to generate more subscriptions??
ANTHROPIC HAS RELEASED OPUS 4.7!!
i asked claude opus 4.7 to refactor a large codebase. 68 minutes, millions of tokens burned - it finished
nothing worked. app completely broken
but god it was beautiful
@oliviscusAI the hack is fun but the reason it works is telling. PDF is a complete execution environment that almost nobody treats that way. most security tools aren't looking for code execution inside a PDF. the attack surface here is genuinely underexplored and underdefended
You can now run a full Linux operating system inside a 6mb PDF.
Someone embedded a RISC-V emulator inside a standard document. You don't need a virtual machine, just a PDF reader.
→ Runs interactively inside the file.
→ Powered by a tiny RISC-V emulator.
→ The entire OS fits in just 6MB.
> YouTube isn't banning AI slop.
> They're asking you users to label it
> collecting millions of tagged examples
> feeding them into future models (Veo)
> to train AI to look less like AI
you're not the customer, you're the training pipeline.
SOMEONE CREATED A GITHUB REPO WITH AN ENTIRE SETUP FOR AN AI AGENCY
Engineers, designers, growth marketers, product managers.
Broken down how even a rookie could understand.
It has over 10K stars in 7 days
GitHub: https://t.co/VYdwzJuCtB
i found a github repo that lets you spin up an ai agency with ai employees
engineers, designers, growth marketers, product managers
each role runs as its own agent and they coordinate to ship ideas
10k+ stars in under 7 days
1. engineering (7 agents)
frontend, backend, mobile, ai, devops, prototyping, senior development
2. design (7)
ui/ux, research, architecture, branding, visual storytelling, image generation
3. marketing (8)
growth hacking, content, twitter, tiktok, instagram, reddit, app store
4. product (3)
sprint prioritization, trend research, feedback synthesis
5. project management (5)
production, coordination, operations, experimentation
6. testing (7)
qa, performance analysis, api testing, quality verification
7. support (6)
customer service, analytics, finance, legal, executive reporting
8. spatial computing (6)
xr, visionos, webxr, metal, vision pro
9. specialized (6)
multi agent orchestration, data analytics, sales, distribution
what i like about this approach is the framing
instead of one big ai agent trying to do everything, you structure it more like a company. specialized agents, clear responsibilities, workflows between them
im curious to see what this actually feels like in practice and if its any good (do your own research)
https://t.co/plSvZIaDpr
but as always will share what i learn in public and on @startupideaspod
one thing is for certain and it reminds me
the future belongs to those who tinker with software like this