🚨 Anthropic just showed a 24-minute workshop on how to actually do prompts for Claude.
Taught by the people who built it.
Free. No registration. No paywall.
I've seen $300 courses that don't cover what they teach in the first 8 minutes.
Watch it and bookmark it now.
Ippudu AC pakkana AI servers tho money generate cheyyachu.
NVIDIA ippudu chesindi chala crazy.
AI ki biggest problem enti ante… POWER
OpenAI, Google, Meta laanti companies giant data centers build chestunnayi.
Kani oka new data center build cheyyadaniki 4–7 years paduthundi.
Meanwhile…
Mana houses ki already huge electricity capacity untundi.
Kani danilo chala power unused ga untundi.
So Jensen Huang oka wild idea tho vachadu:
“Why build more AI factories…
when every street can become one?”
NVIDIA + PulteGroup + Span kalisi
AC pakkana fridge-sized AI boxes install cheyyabotunnaru.
Aa small box lo untayi: 16 powerful NVIDIA Blackwell GPUs
Same chips kosam billion dollars spend chestunnayi top AI companies.
Ee boxes:
• 24/7 AI workloads run chestayi
• Liquid cooling use chestayi
• Mee unused electricity ni use chestayi
• Background lo silent ga work chestayi
And best part?
Mee house AI infrastructure lo part ayithe:
• Current bill taggachu
• Internet bill taggachu
Imagine this:
Mundhu rooftops solar panels tho power generate chesayi.
Suburbs ni NVIDIA quietly “AI colonies” ga marchestundi.
Space race andaru choostunte…
Jensen Huang meanwhile entire neighborhoods ni data centers ga convert chestunnadu. 🔥
- Claude for coding.
- Supabase for backend.
- Vercel for deploying.
- Namecheap for domain.
- Stripe for payments.
- GitHub for version control.
- Resend for emails.
- Clerk for auth.
- Cloudflare for DNS.
- PostHog for analytics.
- Sentry for error tracking.
- Upstash for Redis.
- Pinecone for vector DB.
You can literally ship a startup from your bedroom now.
It’s not that deep bro.
Here are 10 GitHub repos that quietly print money while you sleep.
1. Cal. com
Open-source Calendly. Fork it, white-label it, sell to dentists and lawyers for $200/month. The founders hit $5M ARR in 3 years doing exactly this.
Repo → https://t.co/oLDbWZMUv7
2. Plausible Analytics
Privacy-first Google Analytics. Self-host it, resell to agencies for $50/month per client. Two founders bootstrapped this to 7 figures.
Repo → https://t.co/Scs0GuT5fE
3. Ghost
Open-source Substack with 100% margin. 1,000 readers at $5/month equals $60,000 a year. Forever.
Repo → https://t.co/bfOyoEPdvd
4. n8n
Open-source Zapier. Sell automation services for $500-$2,000 per setup. n8n raised $14M because the agency model behind it works.
Repo → https://t.co/FqUE4PndLD
5. Supabase
Free Firebase replacement. Build a SaaS in a weekend, charge $29-$99/month. They raised $116M for a reason.
Repo → https://t.co/xpzRmOVOzo
6. Medusa
Open-source Shopify. Take 5% on every sale forever. Zero rev share to Shopify.
Repo → https://t.co/lYpStqxG9X
7. AppFlowy
Open-source Notion. Sell self-hosted to enterprises worried about data privacy. They raised $30M because this market is massive.
Repo → https://t.co/pJDZ5pUgAh
8. Coolify
Open-source Vercel and Heroku. Charge developers $20/month to manage their deployments. Replace their $200 Vercel bill.
Repo → https://t.co/Jz2l5TRX6i
9. Listmonk
Open-source Mailchimp. Send unlimited emails for the cost of an AWS bill. Resell to agencies at 10x markup.
Repo → https://t.co/b7V1T3i6CC
10. Penpot
Open-source Figma. Sell self-hosted design tools to agencies who refuse to upload client files to the cloud.
Repo → https://t.co/5Ze3cW9LvP
The difference between developers who build features and developers who build businesses is one decision.
Pick one of these. Fork it this weekend. Ship it next week.
The founders behind these repos already proved the model.
Save this. Share it with the developer in your life who deserves to break free.
100% free. 100% open source.
Vibe coders are getting sued.
People are launching apps with real users but skipping the boring stuff that can actually kill the product.
A developer with 20+ years of experience just shared the pre-launch checklist every AI builder should run:
→ privacy policy if you collect user data
→ know where user data is stored
→ check security headers
→ scan against OWASP basics
→ look for SQL injection / XSS / auth issues
→ make sure .env values are not leaking
→ check API responses for sensitive data
→ remove secrets from logs
→ never expose API keys in frontend code
→ move keys server-side or behind a proxy
→ add rate limits before someone burns your API bill
This is what most vibe coders are missing.
AI can help you build the app.
But if you launch without security, privacy, and abuse checks...
you didn't ship a product.
you shipped a liability.
If you want to master RAG in 2026.
Build these projects.
Project 1: PDF Chat Application Upload PDFs, ask questions, retrieve context-aware answers, citations, semantic search.
Project 2: AI Research Assistant Search across multiple documents, summarize findings, generate references, compare sources.
Project 3: YouTube Q&A Engine Convert videos into searchable knowledge bases with transcript retrieval and timestamp citations.
Project 4: AI Customer Support Bot Connect company docs, FAQs and support history with contextual responses and memory.
Project 5: GitHub Codebase Assistant Ask questions across repositories, retrieve relevant code snippets, explain architecture.
Project 6: Multi-Modal RAG System Combine PDFs, images, audio and databases into one unified retrieval pipeline.
Project 7: Personal Knowledge OS Build your own second brain with notes, bookmarks, search and AI memory retrieval.
Project 8: Agentic RAG Workflow Create autonomous agents that search, retrieve, reason and execute multi-step tasks.
Project 9: Enterprise Search Engine Slack, Notion, Google Drive, Confluence retrieval with permission-aware search systems.
Project 10: Medical/Legal RAG Assistant Domain-specific retrieval with hallucination reduction, citations and verification pipelines.
Most people consume AI content.
Builders ship systems.
If I were in my 30s or 40s & wanted to retire in the next 10 years using AI, here’s exactly what I’d do:
1. Set up an LLC immediately. Not next month. Not after you "feel ready." This week.
We're hiring an AI Engineer at @Cyndra_ai
What you'll do:
- Build & deploy AI agents for real businesses
- Connect systems via APIs, CLIs, scripts
- Debug production issues
- Work directly with business owners
What we want:
- You've shipped things, not just demoed them
- Python/Node/Bash - you can write real code
- You've managed your own infrastructure
- You understand when NOT to use an LLM
This is a forward-deployed engineering role.
You build it. You ship it. You keep it running.
DM me or reply with what you've built.