Kang-jin,Cho

developer

[Sprytix @Sprytixl]

ANTHROPIC JUST LEAKED AN INTERNAL ENGINEERING DOCUMENT - AND IT SAVES SOLO DEVELOPERS $300,000 A YEAR

the highest-leverage AI systems are no longer prompt-driven - they are loop-driven - and that one shift changes everything

Generate → Evaluate → Remember → Schedule → Optimize → Recurse

six layers, one loop, improves itself without a human

Generation: the system produces its own solutions - no human writes the brief
Evaluation: a second layer measures quality - the thing that can say no
Memory: every execution retains useful discoveries - the loop gets smarter each cycle
Scheduling: the system decides what happens next - nobody manages the queue

Optimization: behavior updates based on what worked - static prompts eventually hit diminishing returns

Recursion: remove any single layer - and system performance drops significantly

the role of the human shifts from operator to architect - and AI transforms from a prediction engine into an adaptive production system

the future of AI engineering is recursive

[How To Prompt @HowToPrompt__]

China open-sourced a desktop automation agent that runs 100% locally.

It sees your screen, controls your mouse and keyboard, and completes tasks in any app through natural language.

100% Open Source. 29k stars on GitHub.

[1nteger @integer_han]

https://t.co/zyGaXGOFTs

[Kang-jin,Cho @nharo23]

@SquareEnix @tombraider Happy 25th Anniversary Tomb Raider. :)
#SquareEnixPresents

[Mashable @mashable]

This 3D printer works best in the middle of the Sahara desert https://t.co/cr2e9QNtPn

[PayPal（ペイパル公式）日本語 @paypal_jp]

【最大10,000円割引】「スーパーマリオ オデッセイ」発売を記念してNintendo Switch™で使えるペイパル決済割引クーポン配布中🎯

クーポン取得方法
①アカウントをフォロー💨
②10/31までにこのツイートをRT
③DMをチェック📩

#ペイパルラッキークーポン

[Kang-jin,Cho @nharo23]

Get it free: Free: Mighty Mac App Bundle https://t.co/cvATA32RH9 @StackSocial 님이 공유

[Kang-jin,Cho @nharo23]

FreeMyApps: Discover Great Apps & Games. Get Rewarded. https://t.co/MKkIV9as8n - freemyapps

[Kang-jin,Cho @nharo23]

FreeMyApps: Discover Great Apps & Games. Get Rewarded. https://t.co/MKkIV9as8n - freemyapps

[Kang-jin,Cho @nharo23]

아이고 등산 힘드네 ㅎㅎ (@ 광나루역 (ID: 05-170) - @seoulgyotong in Seoul) https://t.co/JHk7F2w1YE

[Kang-jin,Cho @nharo23]

둘째와 등산 (@ 고구려 대장간 마을) https://t.co/KSFefACGAa

[Kang-jin,Cho @nharo23]

I'm at 남양주 역사 박물관 https://t.co/m4BY1zzKF7

[Kang-jin,Cho @nharo23]

오랫만의 정크푸드 (@ 자니로켓 (Johnny Rockets) in 구리시, 경시도) https://t.co/91eFRpFPlm

[Kang-jin,Cho @nharo23]

땡땡이중 (@ CAFFÉ PASCUCCI in 서울시) https://t.co/wDSCq3CFLf

[Kang-jin,Cho @nharo23]

여러개로 흩어져 있는 걸 좀 하나로 모아봐야 겠다..

종합선물세트 플랫폼 보다는 특화된 것들로 하나씩 분산시키는것도 좋을거 같다

[Kang-jin,Cho @nharo23]

FREE Sublime Text License ($70) http://t.co/qrLOzTcuQS @webapplog 님이 공유

[Kang-jin,Cho @nharo23]

Just entered to win a dream Apple desktop setup. Enter here... https://t.co/07cMe6IXrk @StackSocial 님이 공유

[Kang-jin,Cho @nharo23]

Photo: Have you heard of Hive? Free unlimited cloud storage and media streaming. Awesome. http://t.co/mQDDN7DWXK

[Kang-jin,Cho @nharo23]

Have you heard of Hive? Free unlimited cloud storage and media streaming. Awesome. @yourhive https://t.co/YlWaqBim3F

[Kang-jin,Cho @nharo23]

I entered to win a free @Diablo #TreasurePack to celebrate the 2nd anniversary of #D3RoS, and you can too! http://t.co/kaTd4h2hfK #Tweet It!