Startup SaaS vừa có khách hàng trả tiền đầu tiên (MRR $49) sau 4 ngày, hiện có 35 người dùng, 1 200 lượt xem, 100+ upvote, 50+ bình luận. Mục tiêu: $1k MRR trong 3 tuần. Cần chia sẻ chiến lược tăng trưởng, chuyển đổi người dùng thành trả phí. #startup #SaaS #scale #MRR #khởi_nghiệp #công_nghệ

https://www.reddit.com/r/SaaS/comments/1qspwu4/how_did_you_scale_your_startup_after_getting_your/

Nhiều founder SaaS không thật sự muốn mở rộng qui mô — họ chỉ muốn được công nhận. Tăng trưởng khiến họ đánh mất cảm giác "chiến đấu" ban đầu, thay vào đó là quản lý, vận hành và hy sinh sáng tạo. Khi startup cất cánh, bạn có thực sự thích phiên bản trưởng thành ấy, hay nhớ khoảng thời gian hỗn loạn nhưng đầy đam mê? #SaaS #FounderReality #KhởiNghiệp #Scale #SaaS_VN #FounderStruggle

https://www.reddit.com/r/SaaS/comments/1qqygan/most_saas_founders_dont_actually_want_scale_they/

Today, it could be the best reason to create solid, non-compromised architecture that leverages your #app to the next level and secures the possibility to #scale. 🏗️

Repeatability is something that LLMy likes, however, still can't create it correctly. We are needed! 💪
#DevDiary

Huy động 3M$, chi 2M$ để tìm sản phẩm phù hợp thị trường – và thành công. Khi có PMF, 1M$ còn lại là đủ để tăng trưởng hiệu quả. Chi phí tìm kiếm cao, nhưng tạo nền tảng cho tăng trưởng rẻ và bền vững. Đừng ngại chi cho thử nghiệm – đó không phải là phí, là đầu tư cho kiến thức.

#ProductMarketFit #Startup #SaaS #PMF #KinhDoanh #DoanhNghiep #Scale #TangTruong #StartupVietnam #KhởiNghiệp

https://www.reddit.com/r/SaaS/comments/1qlwk28/raised_3m_spent_2m_finding_productmarket_fit/

BREAKING: Talk accepted for SCaLE 23x!

"Congratulations! We are excited to share that we have accepted your submission "Metrics As Music: an Open Source Symphony" for the SCaLE 23x program in the Observability track."

< happy gir dance >

#SRE #Observability #SCaLE #SCaLEx23 #SouthernCaliforniaLinuxExpo

My Bass on its strings a short pose

#JOYO #Ibanez #BassGuitar #Short #Scale #pedals #effects #Bass #Guitar #technology #Audio #music #signal #flow

Hustle chỉ đưa doanh thu tới 100k‑300k ARR; để đạt 1M+ cần các hệ thống: CRM đơn giản, engine outbound ổn định 15‑50 cuộc họp/tháng, định nghĩa rõ ràng các giai đoạn bán hàng, bảng dự báo, kế hoạch thưởng, ritual tuần. Nếu ARR 80k‑800k, tìm đối tác xây dựng hệ thống. #SaaS #ARR #Revenue #KinhDoanh #Startup #Scale

https://www.reddit.com/r/SaaS/comments/1qgekmb/most_businesses_hit_100k_arr_on_hustle_scaling_to/

How can we effectively measure values congruence and management culture? Do we have the right tools for this? The answer lies within this insightful article: https://doi.org/10.1007/978-3-030-85304-4_5
#HowtoMeasureValues #values #scale #Science

Diagnostic Instrument: How to Measure Values Congruence and Management Culture? https://doi.org/10.1007/978-3-030-85304-4_5
#HowtoMeasureValues #values #scale #Science #OpenScience

#scale : the thin metallic side plate of the handle of a pocketknife. see illust. of pocketknife

- French: échelle

- German: die Skala

- Italian: bilancia

- Portuguese: balança

- Spanish: escala

------------

Word of The Hour's Annual Survey @ https://wordofthehour.org/r/form

My short scale bass in Rojo

#JOYO #pedals #effects #Bass #Guitar #Short #Scale #technology #Audio #music #signal #flow #Ibanez

vLLM large scale serving: DeepSeek 2.2k tok/s/h200 with wide-ep

https://blog.vllm.ai/2025/12/17/large-scale-serving.html

#HackerNews #vLLM #large #scale #serving #DeepSeek #tok/s #wide-ep #AI #technology

Running Lean at Scale

https://harmonic.fun/news#blog-post-lean

#HackerNews #Running #Lean #at #Scale #lean #startup #scalability #business #strategy #innovation

"Hopelessness comes from the scalar mismatch between we individuals, who are wee individuals, and the problems of an 8,000-mile-diameter earth." B.R. Cohen confronts our derangement of scales, with help from a scientist who works on the Doomsday Clock. https://longreads.com/2026/01/13/scale-climate-doomsday-clock/ #longreads #climate #time #distance #scale #essays

How to Stop ORDER BY RAND From Melting Your Server

RAND forces a full sort on every row.

#mysql #orderbyrand #performance #howto #slowquery #scale

https://www.youtube.com/watch?v=LJC2cMIlCFg

Message Queues: A Simple Guide with Analogies
https://www.cloudamqp.com/blog/message-queues-exaplined-with-analogies.html
#ycombinator #RabbitMQ #LavinMQ #CloudAMQP #AMQP #hosted_RabbitMQ #RabbitMQ_hosting #cloud_AMQP #message #queues #hosting #cloud #decouple #distrubute #scale

My Short Scale Bass waiting for me to play, with my JOYO Bass pedals

#Bass #JOYO #pedals #Short #Scale #effect #Pickup #Passive #Ibanez

Watch: Baking Survival Show "Bake Your Dream" Confirms Lee Da Hee As MC And Teases Grand Scale #Bake #Baking #Confirms #Dream #Grand #Hee #Lee #Scale #show #Survival #Teases #Watch
https://kpopnewshub.com/watch-baking-survival-show-bake-your-dream-confirms-lee-da-hee-as-mc-and-teases-grand-scale/?fsp_sid=2472

"Murphy had a wife and son. What happened to them?... I can feel them... but I can't remember them."

All shot practically using real lighting, figures and miniature sets.

#robocop #scifi #miniatures #toyphotography #photography #visualart #movies #cinematic #cinematography #scale #robots #creativephotography #film #actionfigurephotography #cinema #productphotography

Anthropic’s Daniela Amodei on the company’s ‘do more with less’ bet

Tech

Anthropic’s ‘do more with less’ bet has kept it at the AI frontier, co-founder Amodei tells CNBC

Published Sat, Jan 3 2026, 8:00 AM EST, Updated Sat, Jan 3 20268:53 AM EST

By MacKenzie Sigalos@KENZIESIGALOS

Key Points

• Anthropic is taking a disciplined approach to spending and algorithmic efficiency while rival OpenAI makes $1.4 trillion in headline compute commitments.
• Daniela Amodei argues the next phase won’t be won by the biggest pre-training runs alone, but by who can deliver the most capability per dollar of compute.
• Heading into 2026, with both labs running as if they could go public while still raising fresh capital, it’s a question of brute-force scale versus efficiency.

See Video: Anthropic’s Daniela Amodei on their ‘do more with less’ bet and the AI race

SAN FRANCISCO — Inside Anthropic headquarters, President and co-founder Daniela Amodei keeps coming back to a phrase that’s become a sort of governing principle for the artificial intelligence startup’s entire strategy: Do more with less.

It’s a direct challenge to the prevailing mood across Silicon Valley, where the biggest labs and their backers are treating scale as destiny.

Firms are raising record sums, locking up chips years in advance, and pouring concrete across the American heartland for data centers in the belief that the company that builds the largest intelligence factory will win.

OpenAI has become the clearest example of that approach.

The company has made roughly $1.4 trillion in headline compute and infrastructure commitments as it works with partners to stand up massive data center campuses and secure next-generation chips at a pace the industry has never seen.

Anthropic’s pitch is that there’s another way through the race, one where disciplined spending, algorithmic efficiency, and smarter deployment can keep you at the frontier without trying to outbuild everyone else.

“I think what we have always aimed to do at Anthropic is be as judicious with the resources that we have while still operating in this space where it’s just a lot of compute,” Amodei told CNBC. “Anthropic has always had a fraction of what our competitors have had in terms of compute and capital, and yet, pretty consistently, we’ve had the most powerful, most performant models for the majority of the past several years.”

See Video: Anthropic bets efficiency can beat brute-force scale in the AI arms race

Daniela Amodei and her brother, Dario Amodei, who is Anthropic’s CEO and a Baidu and Google alumni, helped build the very worldview they’re now betting against.

Dario Amodei was among the researchers who helped popularize the scaling paradigm that has guided the modern model race. It is the strategy that increasing compute, data, model size, and capabilities tends to improve the model in a predictable way.

Editor’s Note: Interesting article on Anthropic, improving the model is exactly the right approach, IMHO. It’s not scale that will win, IMHO. Comments?

Continue/Read Original Article Here: Anthropic’s Daniela Amodei on the company’s ‘do more with less’ bet