veneeth raj

Software Engineer | Web Developer | Product Designer

[Nainsi Dwivedi @NainsiDwiv50980]

Andrej Karpathy just explained the future of software engineering without directly saying it.

The best AI engineers are no longer “prompting.”

They’re building systems around the agents.

Karpathy’s biggest insight wasn’t:
“Claude can code.”

It was:
LLMs become dramatically better when you force them into disciplined workflows.

That’s why "CLAUDE.md" files are suddenly everywhere.

Not because they’re prompts.

Because they behave like an operating system for the agent.

Karpathy called out the exact problems with AI coding:

- models assume instead of asking
- they overengineer simple tasks
- they hide confusion
- they rewrite unrelated code
- they optimize for completion, not correctness

So developers started encoding rules directly into the workflow:

→ Think before coding
→ Simplicity first
→ Surgical edits only
→ Goal-driven execution

And the results are wild.

People are now running multiple Claude Code agents in parallel like engineering teams:

• one agent researching
• one debugging
• one writing tests
• one optimizing code
• one validating outputs

Not “AI assistance.”

Actual orchestration.

And this part from Karpathy changes everything:

“Don’t tell the model what to do. Give it success criteria and let it loop.”

That is the shift.

From:
“write this function”

To:
“here’s the goal, constraints, tests, and verification system — now iterate until correct.”

The craziest part?

This already feels like a phase shift in engineering.

A lot of developers quietly went from:
80% manual coding → to 80% agent-driven coding in just months.

Not because AI became perfect.

Because the leverage became impossible to ignore.

We’re entering an era where the highest leverage engineers won’t necessarily be the best coders.

They’ll be the people who build the best systems around AI agents.

[Daniel San @dani_avila7]

Claude Code Templates just hit 100+ Skills on https://t.co/pEjytZiAFd

Installing is easy - one click to copy the install command, paste it in your project's .claude folder, done.

- 67K npm installs
- 13K+ GitHub stars
- fully open source

Thanks to the community for contributing Skills and components.

In the video I show how to add a Data Privacy Compliance Skill to your project.

[veneeth raj @gveneeth]

Fun activity for all of us today. I want you to participate in this Quiz and post your score in the comments.

Can you outsmart AI ?

https://t.co/yJe1pmA5g0

[veneeth raj @gveneeth]

@buildonx Solopreneur

[veneeth raj @gveneeth]

@heyshrutimishra Guide

[veneeth raj @gveneeth]

@buildonx Fresher

[Shalini Tewari @maybeshalinii]

We often check the 'Accept all cookies' option. Do you know what these 'cookies' mean?

Here is the explanation:

[veneeth raj @gveneeth]

Extremely disappointed with my recent @amazon purchase of an Apple adapter. Just discovered at the @Apple service center that it’s a counterfeit product with a different serial number! Not only stopped working but a fake too? Unacceptable! #AmazonFail @jagograhakjago

[veneeth raj @gveneeth]

@vilvaathibanpb Hy @vilvaathibanpb I am eagerly looking to join this workshop

[veneeth raj @gveneeth]

This would be the game changer for me 😎

[Vikram Rajagopalan @rajavick]

Splitwise would change the game if they let you charge interest to your friends for overdue unsettled debts

e.g. Camping Trip; Net-15 or else its 5% APR

[Akshay Saini @akshaymarch7]

🎨💡 Tailwind CSS in 20 tweets! 🚀✨
Retweet to help everyone in your network.
Get ready for mind-blowing code snippets that will supercharge your web design. From responsive grids to stylish buttons, we've got you covered. Let's dive into the world of Tailwind CSS!

[Akshay Saini @akshaymarch7]

💥🔧 Let's explore the Superpowers of Chrome Dev Tools! 💻🚀
Discover the secret features and hidden gems that will take your web development skills to the next level. Get ready to supercharge your debugging and optimization game! ⚡️✨ (1/10)

[veneeth raj @gveneeth]

@Laraacostar Send

[veneeth raj @gveneeth]

@namyakhann 👋

[veneeth raj @gveneeth]

@GeorgiePRBrown SEO

[veneeth raj @gveneeth]

@itsPaulAi Free, thankyou

[veneeth raj @gveneeth]

@Prathkum 👋👋

[veneeth raj @gveneeth]

@eyishazyer Chat GPT

[veneeth raj @gveneeth]

I just read "Common mistakes with React Testing Library" by @kentcdodds

https://t.co/0gYahsB54D

[Sharan Hegde @financewsharan]

"Standard Deduction is only for those earning ₹15.5L+"

Busting all myths on Personal Taxation from #Budget2023 👇