Ayush

We're all works in progress.
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This is mine.
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TensorThrottleX Space
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Where unfinished ideas are allowed to evolve.

[Ayush @TensorThrottleX]

I've wasted enough nights watching my potential slowly erode.
-Enough distractions.
-Enough broken promises to myself.
-Enough comfort.
-Enough excuses.

The gap between who I am and who I want to become has grown unacceptable. Even through life's unavoidable challenges; health issues, unexpected setbacks, or periods of stillness;
it remains deeply disappointing to recognize your true capabilities yet consistently fall short of them.

This is a battle with myself.
Today, I draw the line.
For the next 30 days(keeping it short intentionally), there will be no debate, no negotiation, and no waiting for motivation.
-This is not a challenge.
-Not a trend.
-Not a public commitment made for accountability.

Each day must leave a mark:
-A body pushed beyond its comfort zone.
-A mind sharpened through deliberate, focused learning.
-Something meaningful built that did not exist the day before.
That's enough.

This is not about inspirational threads or performative productivity. It is not about seeking validation or chasing fleeting approval.
It is about evidence,
quiet, consistent, undeniable evidence.

Because a man is not defined by his plans or late-night intentions. He is defined by what he accomplishes when the initial excitement fades and the real work remains.

Starting from tomorrow,

I am no longer interested in proving anything to anyone.
This is me and me alone.

Just an honest confrontation between who I am and who I am capable of becoming.

[Ayush Dubey @CodeAyushD]

it's comming.......🔥🔥🔥🔥.Sutta....

[Google @Google]

Gemini 4 Carbon is now available.

It’s our strongest model, built to dig deeper, handle long-horizon tasks, and multi-step reasoning.

If Argon is great for complex tasks, Carbon is the model you bring in for your hardest problems.

[Ayush Dubey @CodeAyushD]

Another day of building Sutta.

No big announcements.
No fancy milestones.
Just code, bugs, experiments, and progress.

Quietly building something I believe in. 🛠️

#BuildInPublic

[divyansh @divyansh_1729]

why is learning system design important?

let's understand it from first principles.

writing code solves a problem. designing systems solves problems at scale.

it's not just about building something that works, but building something that can handle millions of users, growing traffic, failures, and changing requirements.

understanding system design changes how you think as an engineer.

you stop thinking only about writing code and start thinking about how everything fits together.

that's why i believe every developer should learn system design.

[Ayush @TensorThrottleX]

@WojakTheDev Claude

[Ayush @TensorThrottleX]

Production-level projects demand extensive effort, attention to detail, and a serious commitment to quality.........Let's see where it goes 🤞🤞

[Ayush Dubey @CodeAyushD]

Ideas are easy. Execution is where the real work begins.

Every day brings new challenges, bugs, lessons, and small wins.

Building Sutta, one step at a time. 🛠️

#BuildInPublic #IndieHacker

[Ayush @TensorThrottleX]

Excited for the reveal 🤞🤞

[Ayush Dubey @CodeAyushD]

SUTTA®
Something is taking shape.
Building quietly. Revealing soon. ⌁

[Ayush Dubey @CodeAyushD]

Another day, another contribution for Sutta. 🚀

Small steps, countless iterations, and a lot of learning along the way.

Showing up every day and making progress, one commit at a time.

The journey continues. 🛠️

#BuildInPublic #DeveloperLife #GitHub

[Ayush @TensorThrottleX]

@aadityansha_06 @TrenTorch For sure

[Ayush @TensorThrottleX]

POTD : THE RAW EMBEDDING LOOKUP
Piece of Cake
@TrenTorch

[Ayush @TensorThrottleX]

@TrenTorch 🤞

[Ayush @TensorThrottleX]

@TrenTorch slayed🔥

[Ayush @TensorThrottleX]

@Divyansh91565 Try it and if there is even a better free setup , then plz let me also know.

[Ayush @TensorThrottleX]

@CodeAyushD @grok so, what were you up to with this?

[Kunal Kushwaha @kunalstwt]

My friend @ghumare64 created this amazing resource to learn AI engineering from scratch.

Check it out: https://t.co/4WiJRFQLXu

[Ayush @TensorThrottleX]

@ThedatagGuy Bow down to the soldier 🙇

[𝗿𝗮𝗺𝗮𝗸𝗿𝘂𝘀𝗵𝗻𝗮— 𝗲/𝗮𝗰𝗰 @techwith_ram]

One of the best websites to visualize and learn ML.

Someone implemented ML algorithms and derived them from first principles in Jupyter Notebooks and NumPy.

Github: https://t.co/xZTWWksy73
website: https://t.co/iQqiquvJdz