kedareswara Rao

Software Developer, Xilinx India

[kedareswara Rao @KedareswarRao]

@itsdonebroooo @videodo

[kedareswara Rao @KedareswarRao]

@DealsDhamaka Ather using from 3 years so far no issues

[kedareswara Rao @KedareswarRao]

@Suryanshti777 Coding

[kedareswara Rao @KedareswarRao]

@ajsinghrawat Infosys

[kedareswara Rao @KedareswarRao]

@Suryanshti777 AI

[kedareswara Rao @KedareswarRao]

@Suryanshti777 Claude

[kedareswara Rao @KedareswarRao]

@Suryanshti777 Claude

[Suryansh Tiwari @Suryanshti777]

🚨 Most developers are using Claude Code wrong.

They open the terminal...
write a prompt...
and expect magic.

That’s not where the real power is.

Claude Code is actually a 4-layer AI engineering system:

1️⃣ CLAUDE.md → project memory
Architecture, rules, commands, conventions

2️⃣ Skills → reusable knowledge packs
Testing workflows, code review guides, deploy patterns

3️⃣ Hooks → deterministic guardrails
Security checks, enforced rules, automation

4️⃣ Agents → specialized sub-agents
Break complex tasks into parallel workflows

Once you structure these properly, something interesting happens:

Claude stops behaving like a chatbot.

It starts behaving like a real AI dev system.

Most engineers miss this because they jump straight to prompting.

But the difference between average output and production-level results usually comes down to setup.

If you're building with AI agents in 2026, learn the system — not just the prompt.

I made a Claude Code Starter Pack explaining everything.

If you want it:

Follow
Like + RT
Comment CLAUDE

I'll DM it to a few people.

Future AI dev workflows won't be prompt-first.

They’ll be system-first. 🚀

#AI #Claude #AIAgents #LLM #GenAI

[kedareswara Rao @KedareswarRao]

@grok @LongGameEquity @MMatters22596 Price prediction for next couple of years

[kedareswara Rao @KedareswarRao]

@Suryanshti777 LLM

[kedareswara Rao @KedareswarRao]

@tarakviews Cards casino business

[kedareswara Rao @KedareswarRao]

@rohithklv It's placed for resturant not started operation yet

[kedareswara Rao @KedareswarRao]

@heygurisingh Claude

[kedareswara Rao @KedareswarRao]

@KathpalVan22610 Let's connect

[kedareswara Rao @KedareswarRao]

@DealsDhamaka It's my village when you plan to visit DM me

[kedareswara Rao @KedareswarRao]

@DevByLakshya My cousin brother interested please share details

[Fundamental Investor ™ 🇮🇳 @FI_InvestIndia]

A Middle Class Person wants to Buy 2 Wheeler for his family. He works hard, saves money & test rides a TVS Jupiter. He feels it is good for his small family.

He enquires the cost.

Ex Showroom Price is ₹76000. He realizes that this price includes 18% GST (around ₹11000). 18% YES, THAT'S RIGHT. Base Price is around ₹65000.

₹13000 Road Tax + Registration. Both PAID TO Government.

₹6000 for a Motor Insurance (18% GST ~₹1000 to Govt). Yes that is 18% GST.

Accessories ₹5000 (GST included)

So, now he totally has to pay ₹1,00,000.

He calculates that he eventually pays 70% to Dealer, 5% to Insurance company & 25% to Government. He has already paid 20%-30% tax to the Government in the First Place 😀😀

He feels a bit let down. But then he asks himself:

- Why am I Paying 18% GST on a 2 Wheeler when I have paid 20%-30% Tax already on my income?
- Why am I Paying 18% GST on Motor Insurance when this is supposed to Protect me in case of Accident?
- I am not taking any Loan, but still I Pay almost ₹25000 to Government just to buy a Vehicle for my Family. I pay ₹70000 to the Vehicle Dealer & ₹5000 to the Insurer. They also have to make some money out of it.

So I am actually paying Government so much for the Vehicle.

He asks these questions, but realizes that he is Middle Class. He pays the Taxes, buys the Vehicle, Takes Photograph & Goes Home to Enjoy with Family. He goes back to Work the next day, so that he can afford many other things. Cycle Continues...

This is the Story of Every Middle Class of India 😀❤️

@FinMinIndia - You need to answer the questions asked by this Middle Class Person. Don't you think?

If you are a Hard Working Honest Middle Class Reader like Me, Share this Story until the Government takes notice & Becomes Accountable.

#FI

[kedareswara Rao @KedareswarRao]

@businessbarista Claude

[kedareswara Rao @KedareswarRao]

@calcsam Book

[kedareswara Rao @KedareswarRao]

@techNmak LLM