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#Mobius douyin update of Ding Qi #BaiJingting in multiple loops. Loop rules: 1. Loop starts at 00:00 2. Cycle days occur randomly 3. The cycle will repeat five times 4. Only the time loop perceiver possesses all memories. 5. Time loop perceivers can change the ending.

baijt🕊️

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42,654 views • 11 months ago •via X (Twitter)

Science & Technology Arts #Mobius #BaiJingting

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The future of vibecoding is looping. ( my recent app cnvs has done $5.7k in 5 days and was made primarily with design looping ) you can easily break free from ai slop and create designs that feel artisan and worth paying for. im begging you to bookmark this 10 min beginner guide and start setting up loops, it will change everything for you. Timestamps : 0:27 – The ultra-simple looping diagram explained 1:18 – The best loop to start with: the design loop 1:38 – Using Codex + GPT Image Gen for the mockup 3:57 – Handing the mockup to Claude Code 4:45 – Loop starts (screenshot → compare → iterate) 7:31 – Loop finished : reviewing the result

The future of vibecoding is looping. ( my recent app cnvs has done $5.7k in 5 days and was made primarily with design looping ) you can easily break free from ai slop and create designs that feel artisan and worth paying for. im begging you to bookmark this 10 min beginner guide and start setting up loops, it will change everything for you. Timestamps : 0:27 – The ultra-simple looping diagram explained 1:18 – The best loop to start with: the design loop 1:38 – Using Codex + GPT Image Gen for the mockup 3:57 – Handing the mockup to Claude Code 4:45 – Loop starts (screenshot → compare → iterate) 7:31 – Loop finished : reviewing the result

Max Blade

22,493 views • 1 month ago

#Mobius (不眠日), upcoming iqiyi time reverse suspense drama starring #BaiJingting, #JaniceMan, and #SongYang releases its first trailer in Hongkong TV Festival Press Conference today. The story revolves around Ding Qi, a police who accidentally discovered his ability to reverse time and repeat the cycle five times on the same day. The drama was directed by Liu Zhangmu (#AlwaysOnTheMove) and wrapped up filming on March 5 this year. #白敬亭 #不眠日

#Mobius (不眠日), upcoming iqiyi time reverse suspense drama starring #BaiJingting, #JaniceMan, and #SongYang releases its first trailer in Hongkong TV Festival Press Conference today. The story revolves around Ding Qi, a police who accidentally discovered his ability to reverse time and repeat the cycle five times on the same day. The drama was directed by Liu Zhangmu (#AlwaysOnTheMove) and wrapped up filming on March 5 this year. #白敬亭 #不眠日

Bai Jingting 白敬亭 Philippines

50,716 views • 1 year ago

ANTHROPIC LEAD ENGINEER MAKING $2.3M/YEAR JUST LEAKED A 12-PAGE DOCUMENT - AND GOT FIRED 15 MINUTES AFTER PUBLISHING most developers build loops - but almost every loop breaks in one of five ways, and each failure has a symptom visible from the outside without reading a single line of code > Blind loop - the agent waits for a human to hand it work every morning - automating execution but not discovery > Tangled loop - parallel agents share one directory and overwrite each other parallelism that destroys instead of multiplies > Nodding loop - the agent grades its own work and approves it every time a loop that has never said no to itself is broken > Amnesiac loop - results live only in the context window every morning the system wakes up with no memory of yesterday > Manual loop - no trigger a human presses the button to start it that is not a loop that is a script waiting for a person a real loop finds its own work - remembers what it did has something that can say no never lets two agents touch the same file and fires itself on a timer remove any one of the five - and the loop either breaks or never starts 12 pages that changed how I build agentic systems today

ANTHROPIC LEAD ENGINEER MAKING $2.3M/YEAR JUST LEAKED A 12-PAGE DOCUMENT - AND GOT FIRED 15 MINUTES AFTER PUBLISHING most developers build loops - but almost every loop breaks in one of five ways, and each failure has a symptom visible from the outside without reading a single line of code > Blind loop - the agent waits for a human to hand it work every morning - automating execution but not discovery > Tangled loop - parallel agents share one directory and overwrite each other parallelism that destroys instead of multiplies > Nodding loop - the agent grades its own work and approves it every time a loop that has never said no to itself is broken > Amnesiac loop - results live only in the context window every morning the system wakes up with no memory of yesterday > Manual loop - no trigger a human presses the button to start it that is not a loop that is a script waiting for a person a real loop finds its own work - remembers what it did has something that can say no never lets two agents touch the same file and fires itself on a timer remove any one of the five - and the loop either breaks or never starts 12 pages that changed how I build agentic systems today

Sprytix

153,575 views • 1 month ago

Step 1. Get naked Step 2. Put your headphones on Step 3. Click play and stare into the center Step 4. Loop at least 5 times Step 5. Become a mindless slave Step 6. SEND! Repeat daily 🔁

Step 1. Get naked Step 2. Put your headphones on Step 3. Click play and stare into the center Step 4. Loop at least 5 times Step 5. Become a mindless slave Step 6. SEND! Repeat daily 🔁

LD

74,977 views • 3 days ago

the full 12-minute run sped to 80 seconds, watch carnice v2 cycle through plan, terminal probe, todo update, write the report, then read it back to verify, until the loop closes. no edit cuts, no narration, just the model working at 5x time. the rare-bird verify moment lands in the last 20 seconds, write_file then read_file then done. closed loop on consumer hardware, you can watch it happen.

the full 12-minute run sped to 80 seconds, watch carnice v2 cycle through plan, terminal probe, todo update, write the report, then read it back to verify, until the loop closes. no edit cuts, no narration, just the model working at 5x time. the rare-bird verify moment lands in the last 20 seconds, write_file then read_file then done. closed loop on consumer hardware, you can watch it happen.

Sudo su

11,881 views • 3 months ago

Girls' Frontline 2: Exilium | Mímisbrunnr's Loop Time-Limited Event [Mímisbrunnr's Loop] will be open from July 3. During the event, Commanders can receive generous rewards including [Collapse Pieces], [Targeted Access Permissions], [Basic Info Cores] by participating in event Game Modes. [Duration] Jul 3, 09:00 - Jul 23, 18:59 (UTC-4) The event shop exchange will expire at Jul 30, 18:59 (UTC-4) [Unlock Conditions] Commander Level 20 Click the link to watch the HD version: >> Download on mobile and PC: #GirlsFrontline2Exilium #gfl2exilium

Girls' Frontline 2: Exilium | Mímisbrunnr's Loop Time-Limited Event [Mímisbrunnr's Loop] will be open from July 3. During the event, Commanders can receive generous rewards including [Collapse Pieces], [Targeted Access Permissions], [Basic Info Cores] by participating in event Game Modes. [Duration] Jul 3, 09:00 - Jul 23, 18:59 (UTC-4) The event shop exchange will expire at Jul 30, 18:59 (UTC-4) [Unlock Conditions] Commander Level 20 Click the link to watch the HD version: >> Download on mobile and PC: #GirlsFrontline2Exilium #gfl2exilium

GIRLS' FRONTLINE 2: EXILIUM-EN Official

94,329 views • 1 year ago

The Boy in white and Sophia meet each other at the ending of #FROM Season 4 Finale 🤯 They both know each other already, and looks like Boy in white is trying to stop him everytime in each loop, he is trying to break the loop ever single time BIW is on the good side #FROM #FROMily

The Boy in white and Sophia meet each other at the ending of #FROM Season 4 Finale 🤯 They both know each other already, and looks like Boy in white is trying to stop him everytime in each loop, he is trying to break the loop ever single time BIW is on the good side #FROM #FROMily

Just a Nerd

97,405 views • 1 month ago

WORK WORK WORK A point-and-click puzzle exploration game with ARG elements where you are an employee of a tech company trapped in a time loop. Can you break out of the sinister cycle? Wishlist the game on Steam

WORK WORK WORK A point-and-click puzzle exploration game with ARG elements where you are an employee of a tech company trapped in a time loop. Can you break out of the sinister cycle? Wishlist the game on Steam

Mojiken Studio 💫

73,455 views • 6 months ago

The creator of Claude Code deleted his IDE in November 2024. In the last 30 days, 100% of his contributions were written by Claude Code. 259 PRs. His job is not prompting anymore. His job is writing loops that prompt Claude for him. Here is what that progression actually looks like: → stage 1: write code by hand with autocomplete → stage 2: run 5-10 claude sessions in parallel, prompt each one yourself → stage 3: write loops that prompt claude — you become the author, the model becomes a subroutine → the ralph loop (2025): bash one-liner, fixed anchor files, built a programming language for $297 → the 2026 loop: loops supervising loops, scheduling on infrastructure time, git-backed durable state → five building blocks: automations, durable state, validator split, loop orchestration, crash recovery Most developers are still in stage 2, prompting sessions by hand. The ones at stage 3 are writing the loops that do the prompting for them. Read this article to be ahead of the curve! Follow NeilXbt for more AI engineering intelligence that shows you exactly where the leverage moved and what building at that level actually looks like.

The creator of Claude Code deleted his IDE in November 2024. In the last 30 days, 100% of his contributions were written by Claude Code. 259 PRs. His job is not prompting anymore. His job is writing loops that prompt Claude for him. Here is what that progression actually looks like: → stage 1: write code by hand with autocomplete → stage 2: run 5-10 claude sessions in parallel, prompt each one yourself → stage 3: write loops that prompt claude — you become the author, the model becomes a subroutine → the ralph loop (2025): bash one-liner, fixed anchor files, built a programming language for $297 → the 2026 loop: loops supervising loops, scheduling on infrastructure time, git-backed durable state → five building blocks: automations, durable state, validator split, loop orchestration, crash recovery Most developers are still in stage 2, prompting sessions by hand. The ones at stage 3 are writing the loops that do the prompting for them. Read this article to be ahead of the curve! Follow NeilXbt for more AI engineering intelligence that shows you exactly where the leverage moved and what building at that level actually looks like.

NeilXbt

11,556 views • 1 month ago

เริ่ดเลยหล่ะ! ทำถึงมาก!💥 สิ้นสุดการรอคอย! ในที่สุดฝันของ I.O.I และแฟนๆ ชาวไทยกำลังจะเป็นจริง 🥹✨ ครั้งแรกที่สาวๆ ทั้ง 9 คนจะมายืนบนเวทีเดียวกันที่ประเทศไทย! 🇹🇭💖 เตรียมตัวมาสร้างความทรงจำที่สวยงามที่สุดไปด้วยกันได้เลย!! 2026 I.O.I Concert Tour: LOOP in BANGKOK 🏟️ ไอเดีย ไลฟ์, บราโว่ บีเคเค 📆 วันเสาร์ที่ 6 มิถุนายน 2569 เวลา 18:00 น. 💵ราคาบัตร: ULTIMATE LOOP 6,800 (บัตรยืน)/ ETERNAL LOOP 6,500 (บัตรยืน) / 5,500 (บัตรยืน) / 4,900 / 3,900 / 2,900 บาท *ทุกที่นั่งทุกราคาบัตรรับโฟโต้การ์ด 1ใบ (สุ่มแบบ), โปสเตอร์ และบัตรแข็งที่ระลึก *ใช้บัตรกระดาษเข้างาน 🎫 เปิดจำหน่ายบัตรรอบ IME PRE-SALE: วันเสาร์ที่ 2 พฤษภาคม 2569 เวลา 10.00-15.00 น. เท่านั้น ผ่านทาง 🎫 เปิดจำหน่ายบัตรรอบทั่วไป: วันเสาร์ที่ 2 พฤษภาคม 2569 เวลา 18.00 น. เป็นต้นไป ผ่านทาง **ผู้ที่ต้องการซื้อบัตรรอบ IME PRE-SALE จะต้องสมัคร IME MEMBERSHIP (ไม่มีค่าใช้จ่าย) และลงทะเบียนรับโค้ด PRE-SALE ผ่านทาง ภายในวันที่ 8 เมษายน 2569 เวลา 18.00 น. ถึง วันที่ 27 เมษายน 2569 เวลา 23.59 น. จึงจะมีสิทธิ์ซื้อบัตรรอบพรีเซล** ติดตามรายละเอียดอื่นๆ เพิ่มเติมได้ผ่านช่องทาง Facebook และ TikTok: @imethailand / X และ Instagram: iMe Thailand ------------------------- Slayed! Absolute perfection! 💥 The wait is finally over! The dream of I.O.I and Thai fans is finally coming true. 🥹✨ For the very first time, all 9 girls will be standing on the same stage right here in Thailand! 🇹🇭💖 Get ready to create the most beautiful memories together!! 2026 I.O.I Concert Tour: LOOP in BANGKOK 🏟️ IDEA LIVE, BRAVO BKK 📆 Saturday, June 6, 2026, 6:00 PM (BKK TIME) 💵Ticket Prices: ULTIMATE LOOP 6,800 (Standing) / ETERNAL LOOP 6,500 (Standing) / 5,500 (Standing) / 4,900 / 3,900 / 2,900 THB *All Ticketholders will receive one exclusive photocard(random), official poster, and plastic ticket. *Use a paper ticket to attend the concert 🎫 IME PRE-SALE: Saturday 2nd May 2026 at 10:00 AM – 3:00 PM (BKK TIME) via 🎫 GENERAL SALE: Saturday 2nd May 2026 at 6:00 PM (BKK TIME) via **To be eligible to purchase tickets during the IME PRE-SALE, customers must first register for IME MEMBERSHIP (free of charge) and register to receive a PRE-SALE code via between April 8, 2026 at 6:00 PM - April 27, 2026 at 11:59 PM.** For more details, please follow us on Facebook & TikTok: @imethailand and X & Instagram: iMe Thailand #IOI #LOOP #IOICONCERTTOUR_LOOP_IN_BANGKOK #iMeThailand

เริ่ดเลยหล่ะ! ทำถึงมาก!💥 สิ้นสุดการรอคอย! ในที่สุดฝันของ I.O.I และแฟนๆ ชาวไทยกำลังจะเป็นจริง 🥹✨ ครั้งแรกที่สาวๆ ทั้ง 9 คนจะมายืนบนเวทีเดียวกันที่ประเทศไทย! 🇹🇭💖 เตรียมตัวมาสร้างความทรงจำที่สวยงามที่สุดไปด้วยกันได้เลย!! 2026 I.O.I Concert Tour: LOOP in BANGKOK 🏟️ ไอเดีย ไลฟ์, บราโว่ บีเคเค 📆 วันเสาร์ที่ 6 มิถุนายน 2569 เวลา 18:00 น. 💵ราคาบัตร: ULTIMATE LOOP 6,800 (บัตรยืน)/ ETERNAL LOOP 6,500 (บัตรยืน) / 5,500 (บัตรยืน) / 4,900 / 3,900 / 2,900 บาท ทุกที่นั่งทุกราคาบัตรรับโฟโต้การ์ด 1ใบ (สุ่มแบบ), โปสเตอร์ และบัตรแข็งที่ระลึก ใช้บัตรกระดาษเข้างาน 🎫 เปิดจำหน่ายบัตรรอบ IME PRE-SALE: วันเสาร์ที่ 2 พฤษภาคม 2569 เวลา 10.00-15.00 น. เท่านั้น ผ่านทาง 🎫 เปิดจำหน่ายบัตรรอบทั่วไป: วันเสาร์ที่ 2 พฤษภาคม 2569 เวลา 18.00 น. เป็นต้นไป ผ่านทาง ผู้ที่ต้องการซื้อบัตรรอบ IME PRE-SALE จะต้องสมัคร IME MEMBERSHIP (ไม่มีค่าใช้จ่าย) และลงทะเบียนรับโค้ด PRE-SALE ผ่านทาง ภายในวันที่ 8 เมษายน 2569 เวลา 18.00 น. ถึง วันที่ 27 เมษายน 2569 เวลา 23.59 น. จึงจะมีสิทธิ์ซื้อบัตรรอบพรีเซล ติดตามรายละเอียดอื่นๆ เพิ่มเติมได้ผ่านช่องทาง Facebook และ TikTok: @imethailand / X และ Instagram: iMe Thailand ------------------------- Slayed! Absolute perfection! 💥 The wait is finally over! The dream of I.O.I and Thai fans is finally coming true. 🥹✨ For the very first time, all 9 girls will be standing on the same stage right here in Thailand! 🇹🇭💖 Get ready to create the most beautiful memories together!! 2026 I.O.I Concert Tour: LOOP in BANGKOK 🏟️ IDEA LIVE, BRAVO BKK 📆 Saturday, June 6, 2026, 6:00 PM (BKK TIME) 💵Ticket Prices: ULTIMATE LOOP 6,800 (Standing) / ETERNAL LOOP 6,500 (Standing) / 5,500 (Standing) / 4,900 / 3,900 / 2,900 THB All Ticketholders will receive one exclusive photocard(random), official poster, and plastic ticket. Use a paper ticket to attend the concert 🎫 IME PRE-SALE: Saturday 2nd May 2026 at 10:00 AM – 3:00 PM (BKK TIME) via 🎫 GENERAL SALE: Saturday 2nd May 2026 at 6:00 PM (BKK TIME) via To be eligible to purchase tickets during the IME PRE-SALE, customers must first register for IME MEMBERSHIP (free of charge) and register to receive a PRE-SALE code via between April 8, 2026 at 6:00 PM - April 27, 2026 at 11:59 PM. For more details, please follow us on Facebook & TikTok: @imethailand and X & Instagram: iMe Thailand #IOI #LOOP #IOICONCERTTOUR_LOOP_IN_BANGKOK #iMeThailand

iMe Thailand

14,985 views • 3 months ago

HOW TO USE AI LOOPS TO RUN YOUR BUSINESS 24/7 A lot has been written about loop engineering for building products. Almost nothing about using loops to run the business itself. That's the bigger idea. A loop is when you give an agent a goal, a way to check its own work, and permission to keep trying until it hits that goal. Build. Verify. Repeat. Stop when the condition is met. Here's what it looks like in practice: 1/SEO loop You're position 30 for a term you want. The loop runs once a month, makes changes, checks where you rank, and keeps pushing until you're on page one. This is running in production right now on Inbox Zero. 2/Ads loop You're spending $100 a day and losing money. The loop tests creative, checks profitability, kills what fails, and keeps going until the account is in the black. 3/Eval loop Your AI feature is only 88% accurate. The loop keeps adjusting the prompt and swapping the model until it passes 90%. 4/LLM visibility loop People search in ChatGPT now, not just Google. Same loop, new scoreboard. Are we the answer or not? The whole thing hinges on one thing: a metric that comes back black and white. Where do I rank? Did it hit profitability? Did the evals pass? Give an agent that scoreboard and it runs for months. Loops used to run for 30 minutes. These run for a year. Take a step, sleep, wake up next month, take another one. You're basically hiring an agency that never sleeps, gets paid in tokens instead of invoices, and undoes its own mistakes when the number goes down. Full episode on The Startup Ideas Podcast (SIP) 🧃 watch

HOW TO USE AI LOOPS TO RUN YOUR BUSINESS 24/7 A lot has been written about loop engineering for building products. Almost nothing about using loops to run the business itself. That's the bigger idea. A loop is when you give an agent a goal, a way to check its own work, and permission to keep trying until it hits that goal. Build. Verify. Repeat. Stop when the condition is met. Here's what it looks like in practice: 1/SEO loop You're position 30 for a term you want. The loop runs once a month, makes changes, checks where you rank, and keeps pushing until you're on page one. This is running in production right now on Inbox Zero. 2/Ads loop You're spending $100 a day and losing money. The loop tests creative, checks profitability, kills what fails, and keeps going until the account is in the black. 3/Eval loop Your AI feature is only 88% accurate. The loop keeps adjusting the prompt and swapping the model until it passes 90%. 4/LLM visibility loop People search in ChatGPT now, not just Google. Same loop, new scoreboard. Are we the answer or not? The whole thing hinges on one thing: a metric that comes back black and white. Where do I rank? Did it hit profitability? Did the evals pass? Give an agent that scoreboard and it runs for months. Loops used to run for 30 minutes. These run for a year. Take a step, sleep, wake up next month, take another one. You're basically hiring an agency that never sleeps, gets paid in tokens instead of invoices, and undoes its own mistakes when the number goes down. Full episode on The Startup Ideas Podcast (SIP) 🧃 watch

GREG ISENBERG

82,335 views • 27 days ago

"Speed wins." "You have to be willing to commit to being fast. You can't have long bureaucratic processes. You can't have a risk-averse posture." Marc Andreessen 🇺🇸 explains the OODA loop — and why the fastest operator controls the narrative in business, media, and politics: "There's a framework called the OODA loop, originally developed for fighter pilots and later for broader military strategy." "It stands for observe, orient, decide, act. It's basically the decision-making cycle." "If speed is the thing that matters, then the person who gets through that cycle the fastest is the one who's going to win." "If you can have a sustainably faster OODA loop processing cycle than the next guy — think about what happens… You operate and make a decision within an hour. The other guy is still inside his own OODA loop when you make your decision. He's only halfway through his process and now has to start over. You've changed the parameters of what's going on." "This is also a big explanation for what's happened in traditional media." "The New York Times has its own OODA loop, and it's like 24 hours to go through its process."

"Speed wins." "You have to be willing to commit to being fast. You can't have long bureaucratic processes. You can't have a risk-averse posture." Marc Andreessen 🇺🇸 explains the OODA loop — and why the fastest operator controls the narrative in business, media, and politics: "There's a framework called the OODA loop, originally developed for fighter pilots and later for broader military strategy." "It stands for observe, orient, decide, act. It's basically the decision-making cycle." "If speed is the thing that matters, then the person who gets through that cycle the fastest is the one who's going to win." "If you can have a sustainably faster OODA loop processing cycle than the next guy — think about what happens… You operate and make a decision within an hour. The other guy is still inside his own OODA loop when you make your decision. He's only halfway through his process and now has to start over. You've changed the parameters of what's going on." "This is also a big explanation for what's happened in traditional media." "The New York Times has its own OODA loop, and it's like 24 hours to go through its process."

a16z

349,565 views • 5 months ago

Anthropic engineer: "At Antropic, >80% of our engineers are building with self-improving loops. in 3-6 months, it will be 100%. my agentic loops can run for hours without spending hundreds of $$$." in 30-minute podcast, an Antropic engineer shows how to build the right spec for an agentic loop. Loop + plan + PRDs + spec + markdown - that’s the secret stack. Worth more than a $500 agentic course on the internet. Watch it now, then read how quants are building trading loops from scratch.

Anthropic engineer: "At Antropic, >80% of our engineers are building with self-improving loops. in 3-6 months, it will be 100%. my agentic loops can run for hours without spending hundreds of $$$." in 30-minute podcast, an Antropic engineer shows how to build the right spec for an agentic loop. Loop + plan + PRDs + spec + markdown - that’s the secret stack. Worth more than a $500 agentic course on the internet. Watch it now, then read how quants are building trading loops from scratch.

Movez

281,626 views • 1 month ago

"Speed wins." "You have to be willing to commit to being fast. You can't have long bureaucratic processes. You can't have a risk-averse posture." Marc Andreessen 🇺🇸 explains the OODA loop and why speed defines the narrative: "There's a framework called the OODA loop, originally developed for fighter pilots and later for broader military strategy." "It stands for observe, orient, decide, act. It's basically the decision-making cycle." "If speed is the thing that matters, then the person who gets through that cycle the fastest is the one who's going to win." "If you can have a sustainably faster OODA loop processing cycle than the next guy — think about what happens… You operate and make a decision within an hour. The other guy is still inside his own OODA loop when you make your decision. He's only halfway through his process and now has to start over. You've changed the parameters of what's going on." "This is also a big explanation for what's happened in traditional media." "The New York Times has its own OODA loop, and it's like 24 hours to go through its process."

"Speed wins." "You have to be willing to commit to being fast. You can't have long bureaucratic processes. You can't have a risk-averse posture." Marc Andreessen 🇺🇸 explains the OODA loop and why speed defines the narrative: "There's a framework called the OODA loop, originally developed for fighter pilots and later for broader military strategy." "It stands for observe, orient, decide, act. It's basically the decision-making cycle." "If speed is the thing that matters, then the person who gets through that cycle the fastest is the one who's going to win." "If you can have a sustainably faster OODA loop processing cycle than the next guy — think about what happens… You operate and make a decision within an hour. The other guy is still inside his own OODA loop when you make your decision. He's only halfway through his process and now has to start over. You've changed the parameters of what's going on." "This is also a big explanation for what's happened in traditional media." "The New York Times has its own OODA loop, and it's like 24 hours to go through its process."

a16z

109,282 views • 3 months ago

Satellite loop showing a low pressure swirling towards California this afternoon, bringing not only some thunderstorms but also much needed snow in the Sierra Nevada. 3-4 feet of snow will fall at the highest peaks. #CAwx

Satellite loop showing a low pressure swirling towards California this afternoon, bringing not only some thunderstorms but also much needed snow in the Sierra Nevada. 3-4 feet of snow will fall at the highest peaks. #CAwx

Collin Gross

28,150 views • 4 months ago

Boris Cherny: "My job is to write loops." 5-day version you can copy for Claude Code Day 1: repo memory - write CLAUDE.md - include stack, test commands, code style, release rules, gotchas - add .claude/settings.json with the shell commands Claude can run Day 2: verification skill - pick 1 flow Claude keeps breaking - put the browser/API test in .claude/skills/ /scripts/ - make it return: pass/fail, failing step, screenshot/log path Day 3: commands Add these files: .claude/commands/babysit.md - checks your PRs - reads CI - handles obvious review nits - surfaces design questions .claude/commands/triage-issues.md - labels new issues - dedupes against existing ones - assigns owners .claude/commands/deploy-watch.md - checks the live app - reports regressions - avoids touching production Day 4: loops > /loop 5m /babysit > /loop 15m /triage-issues > /loop 5m /deploy-watch Day 5: overnight work - schedule /morning-report - schedule /deep-audit - write results to .claude/inbox/ - let your morning loop read from that folder The rule: every code-writing loop gets a separate verifier. Builder makes the change. Verifier runs the real app. You read the diff. Skip that and you wake up to 14 broken PRs with very confident summaries. Video: "Reflecting on a year of Claude Code" with Boris Cherny & Cat Wu

Boris Cherny: "My job is to write loops." 5-day version you can copy for Claude Code Day 1: repo memory - write CLAUDE.md - include stack, test commands, code style, release rules, gotchas - add .claude/settings.json with the shell commands Claude can run Day 2: verification skill - pick 1 flow Claude keeps breaking - put the browser/API test in .claude/skills/ /scripts/ - make it return: pass/fail, failing step, screenshot/log path Day 3: commands Add these files: .claude/commands/babysit.md - checks your PRs - reads CI - handles obvious review nits - surfaces design questions .claude/commands/triage-issues.md - labels new issues - dedupes against existing ones - assigns owners .claude/commands/deploy-watch.md - checks the live app - reports regressions - avoids touching production Day 4: loops > /loop 5m /babysit > /loop 15m /triage-issues > /loop 5m /deploy-watch Day 5: overnight work - schedule /morning-report - schedule /deep-audit - write results to .claude/inbox/ - let your morning loop read from that folder The rule: every code-writing loop gets a separate verifier. Builder makes the change. Verifier runs the real app. You read the diff. Skip that and you wake up to 14 broken PRs with very confident summaries. Video: "Reflecting on a year of Claude Code" with Boris Cherny & Cat Wu

Alpha Batcher

141,110 views • 2 months ago

ANTHROPIC'S LEAD ENGINEER LEAKED A $1.2M SYSTEM THAT TURNS ONE ENGINEER INTO A FLEET OF 10 LOOPS your hands were the bottleneck all along - here are 8 steps that change that stop writing, start delegating - loop: feature, loop: bugfix, loop: tests - each runs independently and ships in parallel CLAUDE.md is law - every agent reads one file before acting - ten agents, one voice, zero chaos Opus 5 breaks the task into 3 independent subtasks - a bad plan multiplied by 10 workers equals 10 disasters each agent gets an isolated git worktree - three features land in the repo while you review one crash at hour 3 means resume at hour 3 not zero - without this you lose hours every day every loop writes its findings to the shared graph - worker 3 never repeats worker 1's dead end at night CLAUDE.md patches itself based on failures - tomorrow the fleet wakes up smarter save this and paste into Claude Code - and your first fleet of 10 loops is already running

ANTHROPIC'S LEAD ENGINEER LEAKED A $1.2M SYSTEM THAT TURNS ONE ENGINEER INTO A FLEET OF 10 LOOPS your hands were the bottleneck all along - here are 8 steps that change that stop writing, start delegating - loop: feature, loop: bugfix, loop: tests - each runs independently and ships in parallel CLAUDE.md is law - every agent reads one file before acting - ten agents, one voice, zero chaos Opus 5 breaks the task into 3 independent subtasks - a bad plan multiplied by 10 workers equals 10 disasters each agent gets an isolated git worktree - three features land in the repo while you review one crash at hour 3 means resume at hour 3 not zero - without this you lose hours every day every loop writes its findings to the shared graph - worker 3 never repeats worker 1's dead end at night CLAUDE.md patches itself based on failures - tomorrow the fleet wakes up smarter save this and paste into Claude Code - and your first fleet of 10 loops is already running

Sprytix

61,481 views • 13 days ago

“I was beaten, blindfolded… we were kept up all hours… they played a loop of October 7 footage the whole time we were there.” Drop Site’s Alex Colston (Alex Colston) describes the 4 nights and 5 days he spent at Israel’s Ketziot Prison after being illegally detained from the Gaza-bound flotilla.

“I was beaten, blindfolded… we were kept up all hours… they played a loop of October 7 footage the whole time we were there.” Drop Site’s Alex Colston (Alex Colston) describes the 4 nights and 5 days he spent at Israel’s Ketziot Prison after being illegally detained from the Gaza-bound flotilla.

Drop Site

30,716 views • 10 months ago

Creator of agent loops: "Anthropic also using my agent systems formula and still the biggest mistake in agents: is skipping Graphs" his 3 rules for every agent: rule 1 → loop it, don't run once - think, act, observe, repeat - cut the context and it forgets why it started rule 2 → an agent is memory + tools + reasoning - drop one and it breaks rule 3 → stop fine-tuning the model - the real alpha is the infrastructure around it the formula behind every AI agent - explained by the one who wrote it one agent → a loop → a graph of loops → a system that never forgets watch & bookmark - then read how to wire it into a graph ↓

Creator of agent loops: "Anthropic also using my agent systems formula and still the biggest mistake in agents: is skipping Graphs" his 3 rules for every agent: rule 1 → loop it, don't run once - think, act, observe, repeat - cut the context and it forgets why it started rule 2 → an agent is memory + tools + reasoning - drop one and it breaks rule 3 → stop fine-tuning the model - the real alpha is the infrastructure around it the formula behind every AI agent - explained by the one who wrote it one agent → a loop → a graph of loops → a system that never forgets watch & bookmark - then read how to wire it into a graph ↓

codila

23,915 views • 19 days ago

Boris Cherny, Head of Claude Code at Anthropic: "I do not prompt Claude anymore. I have loops running that prompt Claude. My job is to write loops." The person who built the most used AI coding tool stopped prompting entirely. Most people using it every day are still typing one request at a time. This Github repo changes that. ↳ Seven production loop patterns with real token cost estimates ↳ CLI that scaffolds your entire loop in five minutes ↳ Starters for Grok, Claude Code, Codex, and Opencode The repo gives you the framework. My article covers the mental shift that makes it actually work.

Boris Cherny, Head of Claude Code at Anthropic: "I do not prompt Claude anymore. I have loops running that prompt Claude. My job is to write loops." The person who built the most used AI coding tool stopped prompting entirely. Most people using it every day are still typing one request at a time. This Github repo changes that. ↳ Seven production loop patterns with real token cost estimates ↳ CLI that scaffolds your entire loop in five minutes ↳ Starters for Grok, Claude Code, Codex, and Opencode The repo gives you the framework. My article covers the mental shift that makes it actually work.

Kanika

20,148 views • 15 days ago