Avtar Sehra (@avtarsehra)

트윗은 에이전트 경제의 확장 가능성을 다루는 팟캐스트를 소개하며, 수조 개 규모의 에이전트가 상호작용하는 미래에서 핵심 병목이 연산이 아니라 조정(coordination)일 수 있다고 강조한다. 다중 에이전트 시스템과 AI 경제 인프라 관점에서 시사점이 큰 내용이다.

https://x.com/avtarsehra/status/2041583113407775059

#agents #multiagent #aieconomy #coordination #scaling

Avtar Sehra (@avtarsehra) on X

Great podcast on scaling agent economies and what the future could look like. One push on the scaling thesis: in a trillion-agent economy, the key constraint may not be compute, but coordination. Once billions to trillions of agents are interacting, the bottleneck becomes

X (formerly Twitter)

The smaller the window, the more you can see!

Thanks @valery_kirichenko for the video

#Scaling

Stop waiting for "enough" profit to start marketing.

You don't market because your business grew; your business grew because you invested in marketing.

Growth isn't a prerequisite for promotion... It's the result of it.

Are you investing in your growth or just waiting for it?

#MarketingStrategy #BusinessGrowth #Entrepreneurship #DigitalMarketing #Scaling #SmallBizTips

و مازلنا في مجال ال
Office tools, #Collabora
عندو مشكلة مع
The Document Foundation
https://www.collaboraonline.com/blog/tdf-ejects-its-core-developers/
#Wayland
تتحصّل على إمكانيّة جديدة: من أعوام و كانت ثمّة حاجة ناقصة في
#Wayland
إلّي هي
#System #Restore
و إلّي مؤخّرا ولّات رسميّة
https://itsfoss.com/news/wayland-session-management/
أما زادة
#Wayland
تحصّل على تحسينات في حاجة أخرى، مثلا في ال
#Fractional #Scaling
https://www.phoronix.com/news/xx-fractional-scale-v2-MR-KWin
في مجال ال
#AI
Copilot
يحطّ
Ads
في ال
#PullRequests
و ال
#MergeRequests
https://www.neowin.net/news/microsoft-copilot-is-now-injecting-ads-into-pull-requests-on-github-gitlab/
https://www.techradar.com/pro/this-is-horrific-github-kills-copilot-pull-request-ads-after-user-backlash

Tibo (@thsottiaux)

Codex 등 AI 서비스 수요가 급증하면서 AI 기업들이 공급보다 수요가 빠르게 늘어나는 국면에 들어섰다는 의견이다. 이에 따라 가장 중요한 것은 충분한 컴퓨팅 용량과 더 효율적인 모델이며, 작성자는 두 요소를 모두 갖추고 있다고 강조한다.

https://x.com/thsottiaux/status/2040230479392395539

#codex #ai #inference #scaling #efficiency

Tibo (@thsottiaux) on X

From the surge in demand on Codex and many other services, it is clear that AI companies are going to go through a phase of demand outpacing supply. Two things will be most important, having the most capacity and having the most efficient models. I believe we have both.

X (formerly Twitter)

🇨🇳 DeepSeek V4: 1 trillion parameters. 1 million token context. Memory-saving KV cache.

Non-US labs are now firmly in the frontier tier.

The AI race is global — and it's accelerating.

#DeepSeek #LLM #AI #GenerativeAI #Scaling

Simplifying EU #tech rules: What do #startups need to innovate? 🌱

Startup CEOs and #founders speak openly about the challenges of building and #scaling in the EU – and what needs to change to make #innovation easier. 🏗️

#UnlockEUInnovation https://www.youtube.com/watch?v=W44bvF-2X2M

Simplifying EU Tech Rules: What Do Startups and Founders Need To Innovate?

YouTube

Scaling 3x doesn’t have to mean tripling your headcount. 📈🚀

I just shared a new case study on how an E-commerce brand handled a 300% growth surge without hiring a single new Ops person.

The secret? Moving from "Manual Chaos" to a unified ERPNext system. 💻📦

If your team is drowning in spreadsheets while you grow, this one is for you.

Read the success story:
https://gnosysdigital.com/2026/04/01/how-an-e-commerce-brand-scaled-3x-without-hiring-more-ops-team-using-erpnext/

#Ecommerce #Scaling #ERPNext #Automation #SME #CaseStudy #GnosysInsights

How an E-commerce Brand Scaled 3x Without Hiring More Ops Team Using ERPNext - Gnosysdigital

Company Overview: The client is a fast-growing D2C e-commerce brand selling across multiple marketplaces, including Amazon, Flipkart, and Shopify. Operating in a highly competitive environment, the company deals in high-volume order processing within the fashion and lifestyle category. As the brand scaled rapidly, daily order volumes increased significantly, putting pressure on existing operations and systems. […]

Gnosysdigital

Master of the Roll-up, of PE and Turnarounds!

Adam Coffey has done it, repeatedly.

60 acquisitions across 9 PE sponsors.

For a deeper look:
👉 https://zurl.co/ZiiWN

This is disciplined scaling.

#AdamCoffey #PrivateEquity #Scaling #BusinessGrowth #WDanielCoxIII

You can’t delegate a mess. 📉🚫

If your processes live in your head instead of a system, "delegating" just creates more questions for you to answer.

Scaling isn't about hiring more people; it’s about building a system people can actually follow. If you are the bottleneck in every decision, you have a job, not a business. 🛠️

Stop the manual chase. Start systematizing. 🚀

#Leadership #Scaling #SME #BusinessSystems #Automation #GnosysInsights