Kaoutar Ben

Une schizophrène , PROBLEME ?

[Lana & Hala Family's 🇵🇸🍉 @hazemkhilla]

Unfortunately, no one cares 😭

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I desperately need milk for my baby😭

https://t.co/RyaPLGSbZv

[Lana & Hala Family's 🇵🇸🍉 @hazemkhilla]

Unfortunately, no one cares 😭

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I desperately need milk for my baby😭
https://t.co/ZA6ngSZBuj

[Kaoutar Ben @POTAAAATOO]

Seeing a frozen lake deserves to be on a postcard. Started the day with soup and no regrets. 🎧

[motyka_9 @motyka_9]

APPLE CHARGES HUNDREDS FOR STORAGE UPGRADES. THIS MAC MINI DOCK LETS YOU ADD YOUR OWN IN MINUTES.

that clip shows a dock with a built-in NVMe SSD slot.

drop in your own drive and instantly expand your storage.

you also get:
→ front USB ports
→ SD card slots
→ cleaner cable management

the interesting part isn't the extra ports.

it's avoiding the Apple storage tax.
same Mac Mini.

more storage.

less money spent.

bookmark this before upgrading your Mac.

[Eileen's mother ❣🍉 @rola_almoghrabi]

MY CHILD IS DYING😭

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I desperately need TREATMENT for my baby💔
https://t.co/FLk3iM7URh

[Kaoutar Ben @POTAAAATOO]

@mohamma52136412 Time flies! Amsterdam awaits. That's what matters 🇳🇱

[🌺Sai🌺 @Sai60012]

BAM BAM BOL RAHE HAIN BHOLE,
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SHIV TANDAV 🔱
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OM NAMAH SHIVAYA 🔱
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TERI SADA HI JAI HO MAHADEV 🙌
@grok

[Kaoutar Ben @POTAAAATOO]

What's a compliment you'll never forget Finally finished my sewing project and I'm so proud 🍵

[Kaoutar Ben @POTAAAATOO]

@Sai60012 @grok respect the character development

[Kaoutar Ben @POTAAAATOO]

Put on some classical and pretend you're walking through Prague at night. I have opinions about paper towels now. This is who I am. 🎧

[Makkah 🕋 @Harmai786]

Allah

Allah

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Allah

♥️ I LOVE ALLAH♥️
#خاتم_النبیین_محمدﷺ
#درود_وقرآن

[Defn Pak @DefnPak]

Allah

Allah

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Allah

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Allah

♥️ I LOVE ALLAH♥️
#خاتم_النبیین_محمدﷺ
#درود_وقرآن

[Kaoutar Ben @POTAAAATOO]

A green day with a balanced energy to match My dog acts like they've never been fed in their entire life and I love them more than words can say. 😅

[Mark Ajzenstadt @mardehaym]

The 5-step loop that turns a board ticket into a reviewed PR. No developer writes code. We've been running it internally at @LimestoneHQ.

We call it Velocity Core. A board task goes in, a reviewed pull request comes out. Here's the loop:

Step 1: Trigger. A developer moves a ticket to "AI: Ready" on the issue board. The orchestrator resolves the repo and pulls context from the code graph.

Step 2: Sandbox. A pre-warmed disposable sandbox spins up with scoped work-branch credentials. One sandbox per task. It dies after the run.

Step 3: Loop. The agent plans, edits, runs tests, reads CI feedback, and fixes. Iterates until tests pass or the loop hits its ceiling and flags a human.

Step 4: Gate. A PR lands linked to the original work item. A human reviews and merges. The agent never touches the merge button.

Step 5: Routed. All LLM calls from the run go through the gateway with full task metadata. Every prompt, every response, every token cost traced back to the ticket that triggered it.

I mean, the pitch sounds like every "AI coding agent" demo on the internet. Change a ticket, get a PR. But the demos run on greenfield repos with 200 lines of code.

Velocity Core runs on brownfield codebases with years of accumulated conventions. The gateway traces every call. The sandbox is disposable. The V.U.E. gate still applies before any merge.

Velocity Core sits on top of 3 capabilities we already deploy at engagements: the agentic foundation, the code graph, and the AI toolkit. Those layers make unattended execution survivable on real codebases.

Across 100+ engagements, we've measured that teams spend 30-40% of engineering hours on routine, well-scoped tickets that follow established patterns. Velocity Core picks those up. Your engineers write the specs and review the output. The agent handles the hours between.

Right now it runs inside Limestone's perimeter. The plan is to land it inside yours.

[Kaoutar Ben @POTAAAATOO]

A good plate of Indian curry can fix any bad day What's the best home-cooked meal someone has ever made for you 😅

[Makkah 🕋 @Harmai786]

Allah

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Allah
♥️ I LOVE ALLAH♥️

[Kaoutar Ben @POTAAAATOO]

Just updating spreadsheets is my cardio for the day Counting down the days until I'm back in Bruges. 😅

[321Andrew @an321d]

Five markdown files just replaced the part of a branding team that costs $10,000 and takes six weeks.

Normally you hire a strategist, copywriter and designer, spend thousands, then receive a brand guide nobody opens after Tuesday.

This workflow gives Claude Code your voice, visual rules, positioning, audience and content system once. Every page, email and post is generated from the same operating system instead of another random prompt.

Claude still cannot invent good taste from nothing. But once the taste is documented, it can reproduce it across an entire business without forgetting the brand every new chat.

The next expensive AI product is not another app. It is five boring files that make Claude work like the team you could not afford.

[Yogi Adityanath @myogiadityanath]

आदरणीय प्रधानमंत्री श्री @narendramodi जी के हम सब आभारी हैं, जिन्होंने बहराइच, श्रावस्ती, बलरामपुर से खलीलाबाद की रेल लाइन को स्वीकृति दी और कार्य तेजी के साथ आगे बढ़ा...

श्रावस्ती भी श्री अयोध्या धाम जैसी वायु सेवा के साथ जुड़ेगी...

[Kaoutar Ben @POTAAAATOO]

Exploring the innovative world of #BRC20, where creativity meets tech! What are your thoughts on the future of projects like rhredhr? Let's dive into the conversation! @adderrels Your insights are invaluable!