@jelly.jelly0y: กลัวโอเอ๋เต้นจนเป็นลมมาก 😂 #OhAe #โอ๋เอ๋ #เขมจิรากลับมาอีกครั้ง #เขมจิราต้องรอดตลอดกาลSeries

jelly.jelly0y

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Saturday 31 October 2026 13:37:35 GMT

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Comments

ell :

ohae kalo kata gw mah santai aja dah, ngeri bgt liat nya, takut kecengklak anjir...

2026-11-01 01:42:16

157

Anh Thư :

ohae: tất cả tránh ra, để bé thể hiện, ai lại gần mà bị gì bé k chịu trách nhiệm đâu

2026-11-01 04:41:09

36

" ขวัญข้าวฯ "🤍🥺 :

เต็มที่เลยลูก งานปะป๊ากับปะปี๊เรา😅🤣

2026-11-01 00:50:39

179

พิ้งค์รีวิวแหลก :

แสบมาก เต้นเผื่อ อุนย่าอุนยาย ทั้งประเทศ 😅

2026-11-01 01:54:32

77

🇲🇲𝑴𝒐𝒆🇯🇵🍀 :

Phi'Ae ရေ ဖြည်းဖြည်းလို့😭

2026-11-01 01:24:26

20

เก่งนํ้าปิง🐶🐰 :

เอ็นดูโอเอ๋มากเลย5555

2026-10-31 15:12:58

45

𐙚 ˖『🪷』˖𖦹𐙚 :

ระบำเป็ดซิ่ง

2026-11-01 04:41:16

38

.☘︎ ݁˖ :

bulmat ny antai baday bgt

2026-11-01 09:02:31

18

chị em gái 👭 :

coi chừng bay mất lông mi Ể ơi 😅😅

2026-11-01 02:02:09

5

jing🌴🌻⚖️ :

สุดสวิงเลยโอ๋เอ๋😄

2026-11-01 02:40:38

6

เติมไฟ :

ระวังแพ่บด้วยนะ เต้นแรงไปก้ไม่ดีนะ56655677655666566

2026-11-01 01:13:56

18

เดียร์🍀🍀 :

โอ๋เอ๋ เรนี่ และเหล่าพระพี่เลี้ยงของเขา

2026-11-01 09:04:26

4

wipa_nun😜 :

เก่ง+ปิง=โอ๋เอ๋

2026-11-01 06:23:02

2

bamboo63623 :

เต็มที่มากเอ๋♥️♥️♥️♥️♥️

2026-11-02 01:24:42

1

บบบบบ :

ลูกเจ้าภาพเอาสุด

2026-11-01 13:40:10

1

มินนี่รักกนป🦆🐰🌷🤍 :

พี่เอ๋ของย่ายใส่สุดมากเอ็นดู

2026-11-01 22:00:54

1

หมวยโคตรเซะ :

กว่าหลานยายจะได้เงินแต่ละบาท555555555

2026-11-01 14:07:00

3

Quynh anh :

tr ơi ohae bốc lửa thế hả cháu, cẩn thận ngã nha cháu 😂

2026-10-31 23:36:50

1

🐋Dương Tử🐋 :

cháu nó ở nhà trầm lắm mà được cái ít khi ở nhà 🤣

2026-11-02 01:18:03

3

🙉Boom🙉 :

ชั้นชอบเจ้เอ๋มากกกกกกกกก[น้ำตาแห่งความสุข][น้ำตาแห่งความสุข][น้ำตาแห่งความสุข][น้ำตาแห่งความสุข]

2026-11-01 10:46:06

1

คนเบียวมานี่มา :

2026-11-01 01:39:40

1

Wimonmanee🌻✨ :

คำว่า "ดูมันดิ" ใช้ได้ตั้งแต่พี่ดารา ยันหลานๆ เลย 😂

2026-11-02 17:20:43

1

JinnSte :

ลูกเจ้าภาพอ่ะเนอะ😂

2026-11-01 07:06:44

3

ᬓᬾᬳᬶ :

น่ารักกกมาก🤏🏼🤏🏼

2026-11-01 14:04:01

1

อากาเซ่นกเขียว🇹🇭 :

ลูกเจ้าภาพคือเต้นคักแท้🤭🤭😁😁

2026-11-01 11:01:39

1

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Trả lời @Su trả cô ve nha bà Ai sẽ là người chiến thắng đây ae 🤣🤣

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You close the tab halfway through a ChatGPT answer. You come back… and it's still typing. Sometimes it's already done. That's not magic. It's one idea: separate the work from the connection. Here's the mental model 👇 1️⃣ The naive way Your browser opens one connection (usually Server-Sent Events) and the server streams tokens straight back. If that connection dies, the server often cancels the request. Generation stops. Anything not saved is gone. Annoying for a 3-second answer. Unacceptable for an agent that's been working for 20 minutes. 2️⃣ Resumable streams The server doesn't do the work inside your request. It creates a job (say, job 42), hands you the ID, and a background worker runs it. Every token, tool result and step is appended to a durable log (Redis Streams or a Postgres table), each with a position number. Your browser just watches the log. Disconnect, and the worker keeps writing. Reconnect with

You close the tab halfway through a ChatGPT answer. You come back… and it's still typing. Sometimes it's already done. That's not magic. It's one idea: separate the work from the connection. Here's the mental model 👇 1️⃣ The naive way Your browser opens one connection (usually Server-Sent Events) and the server streams tokens straight back. If that connection dies, the server often cancels the request. Generation stops. Anything not saved is gone. Annoying for a 3-second answer. Unacceptable for an agent that's been working for 20 minutes. 2️⃣ Resumable streams The server doesn't do the work inside your request. It creates a job (say, job 42), hands you the ID, and a background worker runs it. Every token, tool result and step is appended to a durable log (Redis Streams or a Postgres table), each with a position number. Your browser just watches the log. Disconnect, and the worker keeps writing. Reconnect with "Last-Event-ID: 57" and the server replays everything after 57, then goes live again. 3️⃣ Durable execution What if the worker itself crashes? Every finished step is saved as a checkpoint. A new worker loads them and resumes at step 7, not step 1, so you don't pay for the first six model calls twice. ⚠️ The catch: a step that was mid-flight can run twice. So steps must be idempotent (safe to repeat). If step 7 charges a card, send a unique Idempotency-Key so the retry is recognized and ignored. Stripe, Adyen and PayPal all support this. 🛠️ How to build it → Short chats on one server: wire it yourself (Postgres + a queue like RabbitMQ + Redis Streams) → Long multi-step agents, or serverless functions that time out: use a durable workflow framework (Vercel Workflow, Temporal, Inngest, Trigger.dev) Resumable stream + durable execution + an AI deciding the next step = a durable agent. Because an AI agent shouldn't depend on someone keeping a browser tab open. 💾 Save this for your next agent build, and send it to the dev whose agent dies on refresh. Which part was new to you: the replay or the checkpoints? 👇 #aiagents #systemdesign #softwareengineering #backend #webdev

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