Muhammad Saad

I build AI agents & automation systems |
ML · RAG · LangChain · n8n |
Sharing what works (and what breaks)

[Muhammad Saad @ghost_devs]

👋 I’m Saad.

I build AI agents, ML systems, and automation tools.

Here you’ll find:
• Real agent architectures
• Automation use-cases
• ML & RAG systems
• Lessons from building in public

Follow if you’re into practical AI, not hype ↓

[Muhammad Saad @ghost_devs]

@sohail_beates No erros, no bugs, and no security issues then that is great.

[Muhammad Saad @ghost_devs]

@Hiteshdotcom It looks pretty good... Instead of going through text.

[Muhammad Saad @ghost_devs]

@IamAroke I think that is the best advice for junior developers. AI can do the work but it is you who has to make it trustworthy.

[Muhammad Saad @ghost_devs]

@samongaro_ I'd look for a free alternative first, or pay if it's worth it. Building one with AI is also an option, but replicating an existing app's full functionality and polish isn't always as easy as it sounds.

[Muhammad Saad @ghost_devs]

@sophie_launch This is good addiction, right?

[Muhammad Saad @ghost_devs]

@shafu0x What about every unsupervised AI written line of code ?

[Muhammad Saad @ghost_devs]

@michalraczka Hey I am Saad 31, from 🇵🇰.
Dad of 1 little human and builder of automations and agents.

Lets connect.

[Muhammad Saad @ghost_devs]

@katarinaore That is amazing. Getting that sale is the hardest part.

[Muhammad Saad @ghost_devs]

@traversymedia This can be useful...

[Muhammad Saad @ghost_devs]

@sophie_launch It would be hard but yes.

[Muhammad Saad @ghost_devs]

@eliana_jordan I used it few months ago but shifted to Claude Code which is way better.

[Muhammad Saad @ghost_devs]

@samongaro_ Way harder 😁

[Muhammad Saad @ghost_devs]

@sophie_launch That's a hard road to reach there.

[Muhammad Saad @ghost_devs]

@samongaro_ Learn to think...

[Muhammad Saad @ghost_devs]

@amarisazuki Hi... Lets connect..

[Muhammad Saad @ghost_devs]

@sophie_launch Hi there, working on my own product for e-commerce stores. Let's connect.

[Muhammad Saad @ghost_devs]

@rameerez Nice....

[Muhammad Saad @ghost_devs]

@wenyanhh A bubble...indeed