The most valuable wealth you have isn't money.
It's time.
35GB of data per person/month is the average internet consumption in India, this is the highest in the world. Still many of them waste time watching reels.
We all get the same 24 hours. What we do with it is the real wealth. I really loved this whole interview of @kunalb11 with @_groww
You don't need to spend a single dollar to build a production AI system in 2026.
Here's the full stack:
→ LLM: Ollama + Gemma 4 / Llama 3.3 / Mistral Small 4 (local, free)
→ Orchestration: LangGraph / CrewAI (open source)
→ RAG: LlamaIndex + ChromaDB / Qdrant (local)
→ Tool Layer: MCP — the open protocol connecting agents to everything
→ Code Agent: Claude Code CLI / Aider
→ Frontend: Next.js + Vercel free tier / Streamlit
→ Data: SQLite / DuckDB / Supabase free tier
→ Observability: Langfuse / Phoenix (self-hosted)
→ Deploy: Docker / Cloudflare Workers / HuggingFace Spaces
Total cost → $0.
The tools are free.
The architecture knowledge is what's valuable.
Save this for your next build 🔖
Credit: codewithbrij
#AIArchitecture #AgenticAI #LLM #Ollama #Gemma4 #LangGraph
Pakistan specializes in 5 things
1. Losing Wars
2. Fake Narrative Building
3. Attacking their own civilians
4. Begging
5. Never returning money (If UAE gets it, it would be unprecedented!)
@ShivAroor so either Porkis did the blunder or US has put them on edge again..Either way Porkis have again proved that they are just a fool puppet of uncle Sam.
@keshavbedi Tere gaand ka haga tere dimag m jata h kya. Kon trump par trust karega. I feel happy ki modi government ne kuch nai kiya. Tu dekhna 2-3 din m trump phir se attack karega aur tera porki abbu phir rona shuru karega.
@USAmbIndia The ship has already sailed. The arrogance has damaged the trust for another 20 years. But this time, this is not just limited to India alone.