Utkarsh Shirshwar

AI builder • 20

Sharing AI tools, LLM workflows
and things I learn while building.

Full-stack dev • CSE AI ’27

[Utkarsh Shirshwar @USHirshwar]

Your timeline shapes your thinking.
Follow people talking about:
• AI
• Startups
• Tech
• Growth

Let’s build smarter timelines together.

[Utkarsh Shirshwar @USHirshwar]

Mail me on [email protected]

[Utkarsh Shirshwar @USHirshwar]

https://t.co/OgKwVY1eyy

Anyone want to join team for hackathon in japan need 4 person from India.

[Utkarsh Shirshwar @USHirshwar]

https://t.co/OgKwVY1eyy

Anyone want to join team for hackathon in japan need 4 person from India.

[Utkarsh Shirshwar @USHirshwar]

@heynavtoor If you don't evolve you die.

[Utkarsh Shirshwar @USHirshwar]

All three look good.

The real tell? Which one adapts when you change the prompt once and doesn’t break on the second.

[Utkarsh Shirshwar @USHirshwar]

All three look good.

The real tell? Which one adapts when you change the prompt once and doesn’t break on the second.

[Mattia @mattiapomelli]

Opus 4.7 vs Gemini 3.1 Pro vs GPT 5.4

Same prompt.

Which one do you prefer?

[Utkarsh Shirshwar @USHirshwar]

@cgtwts The real threat isn’t AI design.

It’s that the interface is now the prompt and Figma isn’t built for that game.

[Utkarsh Shirshwar @USHirshwar]

Design is collapsing into conversation.

Figma starts to look like a compiler, not the interface.

[Claude @claudeai]

Introducing Claude Design by Anthropic Labs: make prototypes, slides, and one-pagers by talking to Claude.

Powered by Claude Opus 4.7, our most capable vision model. Available in research preview on the Pro, Max, Team, and Enterprise plans, rolling out throughout the day.

[Utkarsh Shirshwar @USHirshwar]

@claudeai Design is collapsing into conversation.

Figma starts to look like a compiler, not the interface.

[Utkarsh Shirshwar @USHirshwar]

@Fintech03 Nokia stopped chasing consumers…

…so now everyone else pays them instead.

[Utkarsh Shirshwar @USHirshwar]

@elonmusk Being loud doesn’t make it fraud.

But dismissing everything as fraud doesn’t make it truth either.

[Utkarsh Shirshwar @USHirshwar]

@zivdotcat Duolingo built habits.

Google just made them optional.

That’s the real threat.

[Utkarsh Shirshwar @USHirshwar]

@amaan8429 Either you cooked something insane… or you just became Anthropic’s unpaid load test.

Which one is it?

[Utkarsh Shirshwar @USHirshwar]

@cgtwts Translation ≠ learning.

Google removes friction to communicate.
Duolingo builds the skill you keep when tech isn’t there.

Different jobs, same market.

[Utkarsh Shirshwar @USHirshwar]

@elonmusk worst platfrom no x premium support @grok . if you are new dont buy premium. Scam

[Utkarsh Shirshwar @USHirshwar]

This is a CLI that lets AI agents actually interact with real prediction markets :
-list markets
-fetch prices
-place trades
-manage positions directly from the terminal.

The crazy part is when you connect it to your AI workflow:

Your AI can pull market data, read news with web tools, analyze sentiment, estimate probabilities, compare them to market odds, and execute trades : all in one loop.

No dashboards. No manual clicks. Just automated decision → execution.

It’s basically turning your AI assistant into a trader.

[Utkarsh Shirshwar @USHirshwar]

This turns any public or private repo into a knowledge graph so you (and your AI tools) actually understand the architecture files, symbols, dependencies, and call chains. INSTANTLY.

But the real power is under the hood:

You can plug it into your CLI or MCP tools so AI editors stop guessing and start querying real structure instead of doing dumb file search.

Impact analysis, blast-radius checks, refactors, architecture docs, all grounded with exact file references.

Your code never leaves your machine. No servers. No context-window chaos.

It’s basically giving your AI coding assistant architectural awareness.

If you work with large repos or AI-generated code, this is next level.

[Utkarsh Shirshwar @USHirshwar]

@litteralyme0 Every generation thinks they got the worst timeline.

Reality: you’re early to the biggest leverage shift in history.

[Utkarsh Shirshwar @USHirshwar]

@CodeByNZ Vibe coding works… until the constraints get real.

Web is forgiving. C++ isn’t.

[Utkarsh Shirshwar @USHirshwar]

@cryptopunk7213 The wild part isn’t the news—it’s the pace.

If you’re still debating AI, you’re already behind.