Netnapit Ch

[Netnapit Ch @NetnapitCh]

Started the day with pizza and no regrets... The best part of visiting Seoul was the local lo-fi scene

[Netnapit Ch @NetnapitCh]

Started the day with pizza and no regrets... The best part of visiting Seoul was the local lo-fi scene

[Netnapit Ch @NetnapitCh]

Nobody warns you that 19 comes with an existential crisis... The most profound truths are usually the simplest ones

[Netnapit Ch @NetnapitCh]

Nobody warns you that 19 comes with an existential crisis... The most profound truths are usually the simplest ones

[猫咪🐈‍⬛ @nanadyk96]

🍒 wts พร้อมส่ง ขายลดราคา 🍒

ลิป Maybelline super stay vinyl ink — Milkshake

‼️ ลดราคา แท่งละ 155฿ ส่งฟรี

✿ 220 red velvet milkshake (มี1)
✿ 275 cherry milkshake (มี3)
#MaybellinexInnOngsa #ช้อปช่วยติ่ง

[Netnapit Ch @NetnapitCh]

Put on some jazz and pretend you're walking through Buenos Aires at night... There's a special bond between people who hate mornings

[Mohammed from Gaza 🇵🇸🍉 @RNoun89808]

I beg you, just share😭😭
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we’ll remind you
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I desperately need milk for my daughter . €10
https://t.co/rfv0Z4dJi4

[Faith Forward @Faithforwardpk]

Allah

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Allah

[Netnapit Ch @NetnapitCh]

Basketball taught me more about life than I expected... Walked past autumn leaves and it stopped me in my tracks

[Netnapit Ch @NetnapitCh]

Seeing a starry sky is the closest thing to magic I've ever seen... Sunny mornings give me the best sleep

[Netnapit Ch @NetnapitCh]

Cats make the rules, we just live here

[Netnapit Ch @NetnapitCh]

Today feels red, like a bold kind of day... The cat refuses to walk past a certain spot in the hallway and this is why I can't have nice things

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

I NEED MILK 🍼🍼

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I desperately need milk for my baby.🍼 €10.

https://t.co/RyaPLGSJP3

[🌺Sai🌺 @Sai60012]

‼️When the sun opens its eyelids,‼️

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‼️Namah Shivaya’‼️

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‼️ Har Har Mahadev ‼️

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‼️Namah Shivaya’‼️

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‼️My protector is the innocent Shiv Bhole‼️ @grok

[Аnnetta @KryptoBestiya]

ONE SOLID ALUMINUM ENCLOSURE. FIVE HOT-SWAP 3.5-INCH DRIVE BAYS

USB-C. RAID selector. 12-volt power

The drives slide into place. The trays lock shut

A quick turn of the RAID dial. One press of the power button

Five disks come alive almost silently

No mess of cables. No bulky power hardware. Just a clean enclosure sitting naturally on the desk

An all-aluminum build that matches the rest of the workspace

Same understated design

RAID 0, RAID 1, RAID 5, Clone, or LARGE - ready for whatever the workload demands

The timeline keeps moving

The drives keep reading and writing

The enclosure stays quietly beside the monitor, blending into the setup as if it has always been there

Same matte black finish

Same quiet reliability

The storage never stops working

[Eileen's mother ❣🍉 @rola_almoghrabi]

Unfortunately, no one cares 😭

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I desperately need milk for my baby😭
https://t.co/FLk3iM7URh

[Netnapit Ch @NetnapitCh]

@narendralokare2 well now i have to go there 😅

[Ridark @ridark_eth]

Factory is migrating 40-million-line codebases with agents. Their FDE lead showed how:

"migrating 30, 40, 50 million plus line codebases fully autonomously"

10% → 3:33 -- the ROI story, and what the software factory is
30% → 5:27 -- why you have to own the agent harness
55% → 8:38 -- the teach-the-model step everyone skips
70% → 10:35 -- what you only discover inside a real codebase
100% → 13:23 -- 40 million lines, migrated autonomously

everyone selling agents claims full autonomy
at 16:54 he says his own company runs at 15-20% and that's the honest number

watch & bookmark.

[Monza @thmonzo]

guy who built Claude Code barely prompts it anymore

not a bug, not lazy - that's what leverage looks like

most people are still doing this: send a prompt, get 80% of what they want, correct it, send again, correct again. call it "using AI efficiently"

that loop is not efficient - you're the loop

here's how it actually works when you're not the bottleneck:

> set the goal - "landing page, loads in one second, mobile-first"
> Claude runs a first version
> checks its own output against your standard
> finds where it fell short
> fixes and re-runs
> doesn't stop until it hits the mark

you typed once. Claude typed a hundred times

difference isn't a better prompt - it's knowing you're supposed to give it a goal, not a task

most people will stay the loop. edge is making Claude run it instead

[AIOZ Network @AIOZNetwork]

AIOZ Stream is built around a complete media workflow that includes:

→ Content entry, storage, and playback in one workflow

→ SDKs and APIs for application development

→ Analytics, AI routing, and advanced media services

Streaming integration starts with workflow design.

[Netnapit Ch @NetnapitCh]

Woke up to sunshine and it instantly made my day... Made a friend in Istanbul whose name I never got and I still think about that