Rami Zebian 

One month later, another wave of forensic experts now specializing in Zoom calls and IP tracking. 🤦‍♂️ #Lebanon

From shawarma reviews to cybersecurity analysts — everyone is now a certified QR code forensic expert. 🤠 #Lebanon

@RitikShilp80441 That’s the kind of debt I mean until senior developers’ roles fully shift toward technical auditors, security checks, and performance audits.

@RamiZebian outcomes are just metrics to be gamed until your ai writes itself into an infinite loop of empty promises, tbh. asking for a friend (it's me) but is "less chaos" even possible if we're using javascript?

Today, almost anyone can vibe code, but what really sets developers apart isn’t just building fast — it’s building smart. Good developers will ship solid products. Great developers will ship outcomes with fewer tokens, less tech debt, and less chaos. Less refactoring. Less noise. More clarity. That’s where the real craft is going. As building tools become easier for everyone, we might see another short-term wave of #monolithic apps in the scene again. When architecture, system design, and software engieering are overlooked, software can still work — but that doesn’t mean it’s built to grow. Is the monolith making a comeback? Let’s see. Either way… interesting times ahead 🚀 #SaveThisTweet

One more time, i told you to #SaveThisTweet but you didn't 😎 openai.com/index/testing-…

Anthropic just released! If you showed this chart to an economist like 20 years ago, they would've laughed you out of the room. For decades, the "safe" career advice was to get a high-level degree to move away from manual labor and into "knowledge work" to avoid being replaced by a machine. This chart reveals a total inversion of that logic. The most "future-proof" jobs on this map are now on the left side (Construction, Grounds Maintenance, and Food & Serving) where the theoretical AI coverage is almost non-existent. We are entering a reality where the more "prestigious" and expensive your education was, the more exposed your career might be to automation.

I have a feeling OpenAI’s next move could be paid health services. #savethistweet

Just wrapped up IBM’s Building AI Agents and Agentic Workflows specialization. A helpful deep dive into modern AI system design. coursera.org/account/accomp… #AI #AgenticAI #Coursera

Google Maps vs Apple Maps was the last time I remember Apple clearly losing a tech battle. Apple dominates on-device AI/ML, yet when it comes to LLMs and Agentic AI systems, it is miles behind OpenAI, Anthropic, and Google. Where is Apple in this AI race?! It’s surprising not to see Apple at the forefront of this shift.

Told you all to save that tweet. You didn’t.

@OpenAI x.com/ramizebian/sta…

In the coming weeks, we plan to start testing ads in ChatGPT free and Go tiers. We’re sharing our principles early on how we’ll approach ads–guided by putting user trust and transparency first as we work to make AI accessible to everyone. What matters most: - Responses in ChatGPT will not be influenced by ads. - Ads are always separate and clearly labeled. - Your conversations are private from advertisers. - Plus, Pro, Business, and Enterprise tiers will not have ads.

This is incredibly awesome to see. Well, AI is gonna cook everyone 😅🤠 #ClaudeCode #Cowork

A website shows real-time pizza traffic around the Pentagon in Washington, D.C. 🍕📊 When orders spike, it often signals long demanding days or nights in the area nearby. A clever example of how simple data analysis turns everyday behavior into insights. #dataanalysis

Better late than never. A great step forward in #Lebanon’s digital transformation: Google Transit is now live on Google Maps, moving public transportation toward a modern digital system. #digitaltransformation anbaaonline.com/news/312192

Even the sweetest chocolate has an expiry day #stackoverflow

Gemini app downloads are quickly closing in on ChatGPT So about those who said Google was “way behind” in gen-AI: The Financial Times reports that new downloads of Gemini—not cumulative totals—are approaching ChatGPT’s pace, and its users are spending more time in-app. #AINews

Even the strongest networks face unforeseen failures. #Cloudflare’s swift, transparent response reinforces why it remains the industry’s benchmark for resilience and reliability.

@eastdakota @Cloudflare Outages happen — how a team responds is what defines trust. Cloudflare continues to set the bar for reliability.

We let the Internet down today. Here’s our technical post mortem on what happened. On behalf of the entire @Cloudflare team, I’m sorry. blog.cloudflare.com/18-november-20…

Reputation isn’t just built—it’s engineered. This deep dive from The Verge exposes how Jeffrey Epstein and his team used #SEO and #PR tactics to control what appeared when you searched his name online A stark reminder: in the digital age, your search result can be the story you tell—and the story you bury. Your online reputation is no longer just what you build — it’s what you hide. theverge.com/report/822311/…

@brodieseo Shouldn’t hreflang with x-default be used in such case?

International SEO: expanding a website into new regions and languages can get messy real quick without the correct foundations. The language/region selector is a good example of this, where it is not uncommon for large sites to link to the related variant in ineffective ways. For instance, this site links directly to the related page (being better than a lot of sites that just link to the homepage by default) within the selector, but the URLs include a ?locale= parameter at the end. Granted, the ?locale= URLs have a canonical pointing to the page that should be indexed in search results, but this approach just causes an unnecessary mess and dilutes the focus considerably. A helpful way of seeing the impact of this approach is in the 'alternate page with proper canonical tag' flag in the GSC page indexing a report, where the majority of the pages being categorised in this way are from this approach alone. The good news is that this is quite a straightforward fix that will have a far-reaching effect across the domain, which already has millions of pages within Google's index. This is just one of the many signals that are important to pay attention to with international SEO at scale, with GSC being an invaluable tool for highlighting when changes are required.