Mohammad Hasanat

[شيماء @chayma65589]

I❤️
محمد ﷺ
MUHAMMAD

I❤️
محمد ﷺ
MUHAMMAD

I❤️
محمد ﷺ
MUHAMMAD

I❤️
محمد ﷺ
MUHAMMAD

I❤️
محمد ﷺ
MUHAMMAD

I❤️
محمد ﷺ
MUHAMMAD

I❤️
محمد ﷺ
MUHAMMAD

I❤️
محمد ﷺ
MUHAMMAD

I❤️
محمد ﷺ
MUHAMMAD

I❤️
محمد ﷺ
MUHAMMAD

I❤️
محمد ﷺ
MUHAMMAD

I❤️
محمد ﷺ
MUHAMMAD

[Fluixo @fluixoo]

MOST AI AGENTS DO NOT FAIL BECAUSE THE MODEL IS WEAK.

They fail because the system around the model is fake.

No durable state.
No approval boundary.
No eval suite.
No tool trace.
No least-privilege identity.
No way to prove the same task works twice.

That is not production.

That is a demo wearing a badge.

The real 2026 agent stack is simple:

the model decides what it wants to do.
the app decides what it is allowed to do.
the evals prove it still behaves tomorrow.

Build the control flow first.

Then let the agent run.

Full breakdown below ↓

[Mohammad Hasanat @mali238]

Listening to dream pop and feeling so at peace right now 😅

[Lutchyn @luntych13]

MOST AI WORKFLOWS END WITH AN ANSWER.

This one starts there.

You send one private Telegram bot:

A link.
A PDF.
A screenshot.
A voice note.
A video.
A receipt.
Or one unfinished thought.

The system identifies the input, routes it to the correct Claude skill, creates the useful artifact, saves it in the right folder, updates its state, and returns only a short status message.

A link becomes a structured research note.

A voice message becomes tasks with clear next actions.

A receipt becomes an expense entry and reminder.

A video becomes a downloaded transcript with metadata.

The entire architecture is just four parts:

Telegram = inbox
Router = decision layer
Skills = workers
Workspace + STATE.md = memory

And it can be built in 7 steps, beginning with one reliable workflow:

Send a URL → receive a structured Markdown research note.

Most people use AI to generate another piece of text they must organize themselves.

A personal AI inbox removes that repetitive middle.

The real assistant is not the model that answers you.

It is the system that knows what should happen after the answer.

[MUBEENAH @MUBEE9451]

Alhamdulillah for muslim☪️

[FRANCE 24 English @France24_en]

🇬🇷 #Greek firefighters are battling a #wildfire northwest of #Athens for a fourth day, as strong and erratic winds continue to fan the blaze.

🔥 Fires throughout the country have killed five firefighters since last week.

[BBC London @BBCLondonNews]

The BBC's first television service will celebrate its 90th anniversary this year at its venue in north London.

[Mohammad Hasanat @mali238]

@makkingkobe Đúng lắm! Cuộc sống ở ngoài kia thôi!

[Mohammad Hasanat @mali238]

This November feels different and I'm here for it ⭐

[Mohammad Hasanat @mali238]

@xdxd840104 その通り！冷レモ片手に最高の8月にしよう

[Ibrahim Kamel @abrahimKamal74]

BEG YOU 😭💔
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I STILL NEED MILK 😭
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I STILL NEED MILK 😭
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I STILL NEED MILK 😭
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I STILL NEED MILK 😭
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https://t.co/zEGGLAZtW8

[Pak Views @Ij422]

Allah

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♥️ I LOVE ALLAH♥️
#خاتم_النبیین_محمدﷺ
#درود_وقرآن

[Mohammad Hasanat @mali238]

Today's color is white and the mood is fresh ✨

[Mohammad Hasanat @mali238]

POV: you planned a whole trip by yourself and it was exactly what you needed 😅

[Sara | Journalist @SanaJournalist1]

🔴THE world’s ‘most moral army’…😭 a phrase that history will remember.”

[मंगलम तिवारी @MahamangalT]

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Hari Keshav, Hari Govind, Hari Narayan Hari Om.
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Hari Sundar Nand Mukund, Hari Narayan Hari Om. 🙏✨
Hari Keshav, Hari Govind, Hari Narayan Hari Om.
Hari Naam ka jap har pal jeevan mein shanti, sukh aur Bhagwan Shri Hari ki anant kripa banaye rakhe. Jai Shri Hari! 💛🕉️

[Mohammad Hasanat @mali238]

@DrOzCMS @nickshirleyy Bookmarked for later

[Tansu Yegen @TansuYegen]

Ronaldo surprised the Iranian artist who paints his portraits with her feet. 😊

[Mohammad Hasanat @mali238]

@ScalaHosting Hadn't thought about it that way

[dmplgrll @dmplgrll]

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♥️ I LOVE ALLAH♥️