The future of AI is not just “better prompts”.
It’s:
→ planning
→ delegation
→ memory
→ tools
→ workflows
We are moving from:
“chatbots” → “autonomous AI systems”.
Built my RAG app today and got stuck for hours.
Pinecone insert ❌
The issue?
Gemini embeddings = 3072 dims
Pinecone free tier index = 1024 dims
Dimension mismatch.
Switched to Cohere (1024 dims) → worked instantly.
Github link - https://t.co/FV7FK2O4c1
#RAG#LangChain
All Docker tutorials start with vm vs containers and there are thousands of tutorials out there. But the way Saloni has bees posting unique Docker Learning series is awesome.
You should definitely check out the 7 days of docker by Saloni
🚀 Building a RAG App and facing one key challenge:
How do real SaaS apps handle Guest Users vs Logged-in Users?
Users want to upload PDFs + chat instantly (no signup friction).
But guest users are hard to track, limit, secure, and migrate after signup.
#NextJS#NodeJS
Just a reminder in case you missed it, our 2026 Developer bootcamp is live and free on YouTube!
Its packed with great content from some of the best 👩💻
-@catmcgee
-@GuiBibeau
-@Mikkke_crypto
Vercel April 2026 security incident
We’ve identified a security incident that involved unauthorized access to certain internal Vercel systems.
https://t.co/KcSXW5tNBa