What’s the Buzz About One Ace 6T? Why Should You Care?

Once again, OnePlus is ready to make waves with its Ace 6T on December 3 in China. And many believe, it’s not just another “yeah-we-have-a-new-phone” move. This phone is packing some serious firepower. For starters, this will be the first smartphone in the world equipped with the brand-new Qualcomm Snapdragon 8 Gen 5 chipset.

Another, Ace 6T comes with a huge 8,300 mAh “Glacier” battery, which by any standard is freaking huge! Add to that a 165 Hz OLED display, shoutout to gamers and OTT users. 

In short, as per analysts, “OnePlus seems to be saying ‘let’s do it’ and do it well.”

If lag irritates you or you hate battery anxiety or just want a phone that doesn’t give up, Ace 6T might be your go-to guy.

All the Wild Extras that Make Ace 6T a Big ‘HU-HA’

Specifications are one thing, but what makes Ace 6T feel like a next-gen smartphone are these things –

• Display & smoothness: Ace 6T gets a 6.7-inch, 1.5K OLED panel. Couple that resolution with 165 Hz refresh rate and you get an ultimate fluid screen. It’s perfect for fast gaming, smooth scrolling, or bingeing content without stutter. 
• Performance & gaming power: With Snapdragon 8 Gen 5 under the hood, with OnePlus’s “Wind Chaser Gaming Kernel” optimizations. The phone reportedly hits a crazy ~ 3.56 million points on the AnTuTu benchmark. The company even claims continuous 165 fps gaming for hours.
• Battery & endurance: That 8,300 mAh battery isn’t just a number, it promises real durability. Whether you’re gaming, video-calling, or live streaming, this phone seems built to last. 
• Durability & extras: Ace 6T won’t be a delicate toy. It’s dust/water resistance ratings (IP66 + IP68 + IP69 + IP69K), a 3D ultrasonic in-screen fingerprint sensor, and a design that feels premium with metal frame and refined back-panel finishes, give it a push! 
• Looks & vibe: The phone comes in three colours — Flash Black, Phantom Green, and Electric Purple. Enough variety to let you pick a vibe that matches your style.

Conclusion: Is it Worth Your Swipe?

Ace 6T doesn’t feel like “just another phone”. It feels like a pack of promises: big battery, buttery-smooth screen, fascinating performance, and robust build quality. For people who use their phones hard like gaming, bingeing, and heavy multitasking, this phone could very well shine.

However, as of now, Ace 6T is launching in China. If you live elsewhere, you’ll have to wait for the time being and watch whether OnePlus launches a global variant. And whether that variant retains all those amazing specifications, or else you might end up with compromises.

But if you value raw power, longevity, and a flagship-level feel without going overboard with price (hopefully), it’s worth keeping an eye on. OnePlus seems serious this time around.

Bengaluru: Why India’s ‘Silicon City’ Feels… Broken?

Bengaluru is the land of startups, late-night coding, and butter-soft idlis. One part dazzles with global tech campuses and nofty cafes, while the other battles daily with potholes, drainage zones, water tankers, and traffic that tests patience every moment it gets. 

Let’s untangle why a city that accelerates India’s tech economy is also this infuriatingly broken.

Where the Roads Shine… Until It Rains 

On paper, Bengaluru has world-class plans. On the ground, people are dodging craters like they’re in a video game. And NDTV didn’t hold back describing the reality. He unhesitantly says, “The streets of this city, home to millions, are often riddled with potholes, the roads damaged by constant digging.”

Walk or drive a few kilometres and you’ll see why. Roads get dug up for cables, BWSSB repair works, drainage fixes, and then left like an unfinished DIY project. Add rain, and suddenly you’re playing “Find the Road Under the Water”.

The sad part? This isn’t a one-time thing. It’s a loop.

When Even CEOs Can’t Plan Their Mornings

The worst-kept secret in Bengaluru? The roads. The commute. That silent cry inside your car or bike helmet. And the people who run million-dollar companies feel it just as much as everyone else.

Entrepreneur RK Misra captured this frustration in the most Bengaluru way possible — politely, but painfully honestly.

He said, “The situation is pretty bad. And it hurts by not being able to plan your day”, after revealing he avoids morning meetings until noon. Why? Because his “gruelling 16-kilometre (9 miles) commute, which can take up to two hours at peak times” doesn’t let him.

“This also discourages people from doing anything other than work, because there’s no work-life balance anymore,” he added.

If one of the city’s most successful founders feels this helpless, imagine the rest of us.

Another voice chiming in, and this one feels like every tired Bengalurean at the end of a long day. Yabaji, who didn’t sugarcoat anything. He shared his experience, saying, “…he snapped after the average commute for my colleagues shot up to 1.5+ hours (one way)”, adding the roads were “full of potholes and dust, coupled with lowest intent to get them rectified”.

This sounds like a WhatsApp rant every Bengalurean has texted at least once.

And then came pharma legend Kiran Mazumdar-Shaw, founder of Biocon, echoing what outsiders often ask when they visit the city. She wrote, “I had an overseas business visitor to Biocon Park who said, ‘Why are the roads so bad and why is there so much garbage around? Doesn’t the government want to support investment?’”

That question stings! Because it’s true, and because it’s coming from investors, the city wants to impress.

Conclusion:
So where does this leave Bengaluru?

If there’s one thing the city isn’t lacking, it’s talent, ambition, or potential. Businesses here are building AI tools, FinTech solutions, biotech breakthroughs – everything that screams future. But the people behind these innovations are losing hours every day to potholes, traffic, broken drains, and water tankers.

Bengaluru’s problem isn’t that it’s broken — it’s that it’s growing faster than the systems meant to support it. It’s a mismatch of speed: the economy is sprinting while the infrastructure is still tying its shoelaces.

Indonesia’s Jakarta Takes the Crown as the World’s Biggest City

Hold onto your maps, because the global city rankings just got a major SHAKE-UP. For what feels like forever, when you asked anyone to name the world’s largest city, the answer was a reflex: “Bleh! Tokyo.” It was a title the Japanese megacity wore like a comfortable old crown.

As per the new UN report, the crown has been passed to Jakarta, the capital city of Indonesia.

The vibrant capital of the Indonesian archipelago has officially taken the first spot, pushing Tokyo down to 3rd place. It’s a powerful signal to Asia’s quickly growing urban landscape. But how did this happen, and what does it mean? 

How Do You Consider a City a Megacity?

Let’s talk about scale first, as the numbers may blow your mind. We’re not just talking about a city center with a few skyscrapers. The UN measures the urban area, which includes the entire continuous built-up environment. It includes the city’s center and its bustling suburbs that have merged into one gigantic economic hub.

Jabodetabek, Jakarta’s metropolitan area, is now home to a staggering 35.4 million people. Let’s digest this! That’s more than the entire population of Canada.

Also, Tokyo-Yokohama has seen its population dip to 33.8 million, placing it just behind another rising star, Guangzhou-Foshan, China. It looks like the East Asian urban hierarchy is in full revamp mode.

The Double-Edged Sword of Explosive Growth

Now, becoming the “largest” isn’t all a victory parade. Anyone who’s spent time in Jakarta knows it’s a city of exhilarating contrasts and immense challenges. This new title is a double-edged sword, and the people living there know all about it.

According to the UN, the growth puts immense pressure on infrastructure and housing. One local of Jakarta, Ayu Lestari, mentioned, “There are too many people, too many motorbikes, too many cars. It’s so crowded everywhere.” 

Another local, Rizky Darmawan, supported it by saying, “The green, open spaces in Jakarta are getting less and less.” This rapid urbanization comes at a real cost to the quality of life and the natural landscape.

The city is famously sinking in some northern areas, and traffic congestion is a growing nightmare. This growth is organic, driven by people seeking opportunity, but it’s bursting at the seams. 

Final Thoughts

Jakarta is number one. Cool, right! But what does this mean for the rest?

This shift is a clear signal that the future of urbanization is decisively leaning towards Southeast Asia and Africa. The 21st century’s story will be written in the growth of cities like Jakarta, Dhaka, and Lagos. Tokyo’s slight decline represents one model of development, while Jakarta’s explosive growth represents another.

The title of “world’s largest city” isn’t just about bragging rights. It’s an urgent reminder. It’s a spotlight on the critical need for sustainable planning, climate-resilient infrastructure, and smart policies to manage this incredible human momentum. Jakarta’s ascent is a monumental achievement and a cautionary tale, all rolled into one.

Ethiopia’s Ash Cloud Sets Off Aviation Alarm in India

A Sky Full of Warning Signs

It’s not every day that a volcano, dormant for millennia, decides to erupt — but that’s what’s happening with Ethiopia’s Hayli Gubbi volcano. The blast sent a massive ash plume soaring into the sky, now drifting eastward toward parts of western and northern India. 

According to meteorological trackers, the ash cloud is moving at “100–120 km/h” and is currently between 15,000 and 45,000 feet high, carrying with it not just dust but also sulphur dioxide and tiny glass-rock particles. 

Why Airlines Are Saying “Hold Up”

Volcanic ash is not just a pretty cloud — for aviation, it’s potentially dangerous. Tiny glass particles can damage engines, jam sensors, and even lead to engine failure.

That’s why the DGCA (India’s aviation regulator) wasted no time issuing a safety advisory. They told airlines to:

• “Strictly avoid published volcanic ash–affected areas and flight levels.”
• Immediately report any signs of ash-related trouble — things like “engine performance anomalies or cabin smoke/odour.”
• For airports: inspect runways, taxiways, and aprons for ash contamination, and if things look sketchy, restrict operations until clean-up is done. 

What the Airlines Are Really Saying — In Their Own Words

Several airlines have officially responded, and their quotes are pretty telling:

• Akasa Air:

“Following recent volcanic activity in Ethiopia and the resulting ash plume in the surrounding airspace, our flights to and from Jeddah, Kuwait, and Abu Dhabi … have been cancelled.” “We are closely monitoring the volcanic activity in Ethiopia and its potential impact on flight operations … passenger safety and well-being is our utmost priority,” the airline added.

• IndiGo: 

In a post on X, they said:
“Following the recent eruption of the #HayliGubbi volcano in #Ethiopia, ash clouds are reported to be drifting towards parts of western India. We understand that such news may cause concern, and we want to reassure you that your safety remains our highest priority. … Our teams are closely tracking the situation in coordination with international aviation bodies. We are fully prepared with all necessary precautions to ensure safe and reliable operations.”

• Air India: 

Another comforting note:
“Following the volcanic eruption in Ethiopia, ash clouds have been observed over certain geographical regions. We are closely monitoring the situation … There is no major impact on Air India flights at this time … We will take all necessary steps … which remains our top priority. … Our ground teams … will continue to support passengers and keep them updated on their flights.”

What’s It Like Down Below — On the Ground (and in the Air)?

As this ash plume creeps closer, meteorologists aren’t convinced it’ll wreak havoc on ground-level air quality — most of the ash is very high up. Still, the skies might feel “weird” — according to India Met Sky, there could be some haziness or odd lighting. 

From the DGCA’s perspective, even if the cloud stays aloft, the risk is too big to ignore. Airlines have already started rerouting flights and scrapping schedules — and dispatchers are watching satellite data like hawks. 

No Need to Panic, But Eyes Are WIDE Open

Okay, so yes — a once-dormant volcano halfway around the world just threw a big cosmic curveball. But here’s the good news: safety protocols are kicking in hard. DGCA’s on it. Airlines aren’t playing “wait and see” — they’re actively changing plans, canceling flights, and rerouting. And they’re talking to us directly, not hiding behind corporate speak.

If you’re traveling soon and worried: check with your airline. They’ll have the most up-to-date info. And yeah — it’s wild, but it’s also exactly how aviation is supposed to work when the skies get spicy.

Function Health Unleashes a $298M Revolution, Putting an AI Lab in Your Pocket

While the annual check-up offers a mere snapshot of your health, Function Health, a startup that’s been making an impact in the digital health field, has just turned that snapshot into a continuous, HD film. 

In a significant move that signals substantial investor confidence, Function Health has secured a whopping $298 million in funding and, at the same time, released its unprecedented AI-powered Medical Intelligence platform. This IS NOT just another funding round but the transformational start for a fundamental shift in how we understand and manage our own well-being.

How Function Health Plans to Spend its $$$

So, what’s the big idea? Function Health operates on a powerful, yet simple premise — the more you know, the healthier you will be. The service provides members with comprehensive lab tests — checking over 100 biomarkers. This includes everything from metabolic health and hormones to nutrients and cancer risk. 

Members get their detailed results and data. However, with this new war chest and AI platform, the game has been flipped a little. The freshly secured $298 million Series A round, led by the renowned A16z (Andreessen Horowitz) with significant backing from Founders Fund and others, will be used to accelerate research and expand lab capabilities.  The overall plan is to scale this new AI engine that promises to be the brain behind the data.

The AI Co-Pilot Everyone’s Waiting For

This is where the magic happens. The newly launched AI Medical Intelligence platform is the secret sauce that transforms raw data into actionable, personalized wisdom. Imagine getting your lab results back and instead of being confronted with a sea of numbers and confusing acronyms, you have an AI companion that not only deciphers it all in plain English but also connects the dots between different markers. 

Furthermore, the technology flags potential risks. The company explained, “The Function Health will tell patients how their low Vitamin D might be linked to their lagging energy levels, and offer science-backed, personalized recommendations for diet, exercise, and supplements.”

It’s synonymous with having your personal medical researcher and a reliable doctor sitting down with you to create a unique health plan, all from the comfort of your couch.

Final Thoughts

The implications of this fusion of deep testing and deep learning are profound. We’re moving from a reactive “sick-care” system to a truly proactive and personalized health model. Function Health’s platform empowers individuals to become the CEOs of their own health, making informed decisions long before a small issue becomes a major crisis. 

With the financial fuel to ignite its ambitions, Function Health isn’t just selling a service; it’s championing a movement. This launch proves that the future of healthcare isn’t just about collecting more data—it’s about building the intelligent, empathetic tools to make that data truly meaningful for everyone. The stethoscope had its era; the age of the intelligent health algorithm is now firmly upon us.

Nifty Hangs Tough Above 26,100, But Is The Calm Here to Stay?

If you look at the market today, you might let out a sigh of relief. It wasn’t a blockbuster, firework-laden kind of day, but more of a steady, “we’ve got this” session. The bulls were quietly in control, nudging the indices into the green while the often-fearful India VIX decided to take a chill pill.

But as any savvy market watcher knows, the real story is never just in the headline numbers. It’s in the sectors that are flexing their muscles and the subtle clues the market leaves behind. So, let’s peel back the layers on today’s action and see what’s really cooking.

Why Today’s “Boring” Market is Secretly Brilliant

The stats may look simple on surface level. The Sensex closed up by a modest 130 points, and the Nifty managed to hold its ground beyond 26,100. Right? Nope!

Think of it like this: after a few sessions of jitters and volatility, the market needed a day to just breathe. And that’s exactly what it got. The most telling sign of this newfound composure? The India VIX, often called the ‘fear gauge’, plummeted by over 4%.

Let’s break that down in human terms. The VIX measures how anxious or excited traders are feeling about upcoming swings. A high VIX means everyone is bracing for a rollercoaster, while a low VIX suggests a general expectation of smoother sailing. 

A 4% drop is a pretty strong signal that the panic is receding, at least for now. It’s the market equivalent of everyone taking a deep breath and unclenching their jaws. This calm is what allowed stocks to find their footing without any drama.

The Surprising Sectors Driving the Rally

Let’s give one to the unsung heroes of society. So, with the fear gauge cooling off, who stepped up to the plate? The real stars of the show today weren’t the usual mega-cap suspects but two distinct groups that tell a very interesting story about where smart money might be flowing.

First up, IT Stocks. After being in the doghouse for what feels like forever, this sector finally saw some sunshine. It’s a classic case of “it’s been so bad, it can’t get worse.” With global uncertainties (especially around rates and recessions) potentially easing, investors are perhaps betting that the worst is priced in. They’re dipping their toes back into these tech giants, hoping for a turnaround story. It’s a cautious bet, but a bet nonetheless.

But the real plot twist was the continued shine in PSU Banks. Yes, you read that right. These often-overlooked state-run banks are having a moment. While private banks were relatively muted, the PSU pack showed some serious spark. 

WHY? The narrative here is about resilience and value. Investors are starting to believe in their improved balance sheets and the potential for growth in a robust Indian economy. They’re seen as a direct play on domestic health, and today, that bet paid off. It’s a quiet rebellion against the notion that only flashy private lenders can deliver returns.

Conclusion

Let’s land the plane. Today’s session was a win for stability. It tells us that the market has the strength to consolidate without cracking under pressure. The drop in the VIX is a welcome relief, and the leadership from IT and PSU Banks shows that money is finding opportunities beyond the most obvious places.

But—and there’s always a but—this isn’t an all-clear signal to go all-in. This is a market that’s still finding its direction. It’s like a patient chess player thinking several moves ahead.

Your Takeaway: The market is in a “wait and watch” mode. It’s digesting global cues, waiting for the next big catalyst, and building a base. For savvy investors, days like these are perfect for doing your homework. Look for quality stocks that are holding up well, and keep an eye on those sectors showing relative strength, just like IT and PSU Banks did today.

The calm is nice, but stay alert. In the market, the winds can change quickly. For now, though, it’s okay to appreciate a day that was steady, sensible, and a little bit sneaky-smart.

Nano Banana Pro — What’s All the Buzz Around Google’s New Image Generation Tool?

On Thursday, Google’s latest AI image generation tool, Nano Banana Pro, entered the market. The model is expected “to turn visions into studio-quality designs with next-level control, enhanced text rendering, higher resolutions, and augmented world knowledge.

Nano Banana Pro is built on Google’s latest LLM – Gemini 3, which was released earlier this week on Tuesday. Google claims that Nano Banana Pro has more capabilities than its predecessor, Nano Banana. The new image generator will be able to produce more detailed versions of images and generate text in various fonts, styles, and languages. 

According to Google, Nano Banana Pro leverages the power of Gemini 3 to comprehend user instructions more clearly and uses relevant information from Google Search to display the most accurate results. For instance, if you simply ask the model to identify colors, textures, or objects, it will do that with precision almost instantly.

The tech giant also added that “Writing clear text directly into the image is one of Nano Banana Pro’s flagship features.” “It can write short titles, long paragraphs, and even support multiple languages, which will help people make infographics, social media images, posters, etc., with readable text quickly,” the company added.

Innovative Tools Provided by Nano Banana Pro

According to Google’s blog, the new AI image generation tool provides users with more control over how they want their images to appear. They can:

• Control camera angles
• Change scene lighting (day or night)
• More focus on specific elements
• Blur the background
• Depth of field
• Color grading
• Modifying a single part of the image without changing the rest
• Create visuals in top-notch quality up to 4K

The previous model has a resolution cap of 1024 x 1024px. But the latest image generator can give users high-quality, professional-looking images in 4K quality without learning next-gen design skills.

However, while the latest model gives premium images, it is slower and more expensive than its predecessor. Nano Banana Pro costs around $0.139 for a 2K image and $0.24 for a 4K image, while the original model charges about $0.039 for a 1024px image.

Nano Banana Pro has been launched across Google’s several existing AI platforms. Gemini 3 will create images by default using the new image generator. Users with a free subscription can only generate a limited number of images, while Pro and Ultra subscription users will get more thresholds. Moreover, developers have to use Gemini API, Google AI Studio, and Antigravity to reap the complete benefits of Nano Banana Pro.

Additionally, Google will make Nano Banana Pro available in search using AI mode for users with premium subscription plans in the USA. They will be able to use the image generator in Google’s video and filmmaking tool, Flow, and this will be accessible to Workspace customers in Google Slides and Vids. 

According to Google, “Over time, Nano Banana Pro will include support for Coalition for Content Provenance and Authenticity (C2PA) for content detection and verification.”

Google Releases Gemini 3 – A New Thought Partner! Is it the End of OpenAI’s ChatGPT?

Google has unveiled its new, one of the most contemporary and intelligent AI models – Gemini 3 – on Tuesday. This smarter version of Gemini is directly integrated into Google Search and  no separate download or application is required. This could be a ‘problem’ for OpenAI’s ChatGPT, tech analysts reported. 

Introducing Gemini 3, Google’s CEO Mr. Sundar Pichai claimed that this model will be “the best model in the world for multimodal understanding.” He continued “Gemini 3 is designed to provide users with improved answers to complex inquiries requiring less prompting to deliver necessary information.”

What is Gemini 3 & What Sets it Apart?

Gemini 3 is Google’s latest flagship AI model built on its predecessors Gemini 1 and 2. According to Google, this model has stronger multimodal understanding and will take less time to respond to text, images, video, and audio. Its new, state-of-the-art ‘agentic’ features will allow the model to operate more independently and understand intent and context without explicit prompts.

Google claimed that Gemini 3 is so far the most ‘advanced’ and ‘versatile’ AI model as compared to its predecessors. The model’s pro version will be made available to users and developers with day-one integration into Google Search, YouTube, and other applications. Gemini 3 is built using the best technologies of Google, including research, cloud hosting, TPU chips, and the apps people use every day.

The CEO Sundar Pichai claimed that Gemini 3 can interpret and analyze sophisticated scientific visuals, videos, and mixed-format media more efficiently than previous iterations. This new model is designed to be “intelligent, to-the-point, and more direct, offering genuine insights instead of flattery and fluff. The company called this new model a “true thought partner for search engines.”

How Gemini 3 Could be a Threat to OpenAI’s ChatGPT?

The AI race between OpenAI and Google is not an old hat. Some analysts even argued that “Gemini 3 is the most aggressive move made by Google against its rival, OpenAI’s ChatGPT.” ChatGPT is evolving as well and fighting continuously to be the most popular artificial intelligence model worldwide. However, it’s a limited ecosystem. It still relies on partner companies for cloud hosting, chips, and distribution, when Google owns the entire infrastructure. 

According to Koray Kavukcuoglu, CTO of Google DeepMind, said “One of the most important things for us at Google is this is possible because we have a very differentiated full-stack approach.” This placed Gemini 3 the most direct rival and alternative to ChatGPT.

Conclusion

Despite Gemini’s technical supremacy, ChatGPT is still recognized as “one of the top choices.” It has already become a de facto term for artificial intelligence, much like Google becomes a server as a proxy for search results. 

However, many industry leaders believe that Google has all the time and money it needs to change that. With the launch of Gemini 3, Google is clearly focused on bridging the gap, boosting multimodal abilities, improving users adoption, and spreading agentic workflows. This is indeed a next big leap in the world of AI. 

Cloudflare Outage Brought the Internet’s Inherent Fragility into the Limelight

Are you facing issues with your favourite websites lately? You aren’t the only one! Web infrastructure provider Cloudflare experienced a massive service disruption on Tuesday after its collapse, affecting a myriad of online services, including ChatGPT, X, Canva, and even outage tracking sites like DownDetector. It’s the third major internet outage in the span of a month. 

Mehdi Doudi, CEO of internet performance monitoring platform Catchpoint, addressed this issue as a “wake-up call” for companies. He added, “Everybody’s putting all their eggs in one basket, and then they’re surprised when there is a problem. It’s on the company’s side to make sure that they have redundancy and resiliency.”

For context, Cloudflare outage came shortly after similar issues hit AWS and Microsoft Azure, leading to significant parts of the internet to go down. Just like them, Cloudflare aids a substantial portion of the web. The platform’s ‘content delivery network’ helps keep sites running, along with providing DDoS attack protection and Domain Name System (DNS). In December 2024, the connectivity-cloud company reported that its network supports about 20% of all websites. This includes 35% of Fortune 500 companies in addition to ‘millions’ of other customers.  

Cloudflare has a reputation for its robust performance and security features which have made it renowned globally. However, the platform’s latest outage shows how over dependent the web infrastructure has become. After the Amazon Web Services outage took place impacting the secure messaging app, Meredith Whittaker, the President of Signal, wrote “they didn’t have any other choice but to use a major cloud service provider to run on. The entire stack, practically speaking, is owned by three four players,” she added.  

These latest outages highlight that organizations need better, more foolproof backup plans, especially when 90% of the internet and web rely on a few providers. Doudi told The Verge “Outages will be here, and they’re just going to keep happening more frequently. The blast radius will keep growing.” “The question is, what are you doing about it?” he added.

Unlike Microsoft Azure and Amazon Web Services, who connected their outage problems with DNS, Cloudflare linked it to a single file. Cloudflare spokesperson, Jackie Dutton said — “The root cause of the outage was a configuration file that is automatically generated to manage threat traffic. The file grew beyond an expected size of entries and triggered a crash in the software system that handles traffic for a number of Cloudflare’s services.”

It might sound unreasonable that such file issues can interrupt the internet or cause an outage, however, for big companies like Cloudflare, it is possible. Rob Lee, the chief of AI and Research at SANS, tells The Verge “When you operate infrastructure at Cloudflare’s scale, even small deviations can have outsized consequences.” He continued “These platforms are built for speed, so anything that delays or halts decision making can cascade quickly. In high performance environments, a millisecond delay can become a complete traffic stoppage.”

According to Rob, a configuration file mentioned by Cloudflare “drives routing security policies, load balancing decisions, and how traffic is distributed globally.” In case the configuration file increases in size, “it may result in slower parsing, memory issues, CPU contention, or logic failures within the systems that depend on it.”

Similarly, Amazon Web Services held ‘faulty automation’ responsible for causing the chain of issues that led to its recent outage. The company also said that these kinds of disruptions are likely to happen again. “Are you going to complain about it every time Cloudflare sneezes?” Daoudi adds. “… or are you going to build around it?”