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Payday should be a moment of relief. A time to settle bills and breathe easy, but for customers on February's payday, it was anything but relaxing. Widespread mobile app crashes left millions unable to access their online banking, causing frustration and chaos when they needed their money the most.

For customers relying on these apps to access their salaries, pay bills, and manage finances, the disruption was more than an inconvenience, but a crisis. With only 23% of Brits trusting finance apps, incidents like this only deepen the skepticism. But why did this happen, and how can banks ensure it doesn’t happen again?

Out-of-date legacy systems under pressure

As banking shifts from branches to mobile and internet banking, legacy systems face mounting pressure to interact seamlessly with third-party services, and support a wide range of devices and software versions, from cloud services and APIs to mobile platforms. This intricate web of dependencies massively increases the risk of failure, especially during peak periods like payday. Without a structured approach to change, even minor updates can trigger outages.

To reduce these risks, banks need to introduce changes progressively and in a controlled manner. Uncontrolled deployments can cause widespread outages and damage customer trust which is something no bank can afford to lose. The solution? A DevOps approach designed to stabilize the system and protect the customer experience.

DevOps for banking stability

To prevent major disruptions, and strengthen the resilience of banking applications, DevOps best practices must be integrated into the development and deployment process.

1. Progressive rollouts prevent widespread failure

Deploying new features or updates to all users simultaneously can be a recipe for disaster. Instead, progressive rollouts ensure a controlled, phased introduction of changes, starting with a small segment—perhaps 1%, then increase to 5%, and 10%—moving to the next group only when confident in the stability of the code.

By gradually introducing changes, banks can check performance and detect potential issues before they impact the entire customer base. Controlled rollouts means fewer surprises and happier customers.

2. Automated monitoring and instant rollbacks for reliability

You can’t fix what you can’t see. Automated monitoring tools can track key performance indicators (KPIs), such as response times, error rates, and system load in real time, providing immediate alerts when something goes wrong.

The ability to instantly rollback to a previous version is critical, ideally within 200 milliseconds or less. This keeps banking apps reliable, even during high traffic periods.

3. Rapid adjustments without downtime

Not all changes require a full-scale code deployment. Runtime configuration management allows developers to make real-time adjustments without redeploying the entire application.

This means if an issue arises with a new feature, banks can instantly disable it without taking down the entire application. Such flexibility is crucial for maintaining uptime and ensuring a seamless customer experience, even in unpredictable situations.

4. Targeted segments for customized experience

A one-size-fits-all approach doesn’t work in banking. Customers use different devices, operating systems, and network environments, so why treat them all the same.

By segmenting users based on key attributes, banks can tailor updates to specific groups. This allows them to optimize the user experience, mitigate risk, and enhance security, without disrupting the entire customer base.

The future of resilient banking apps

Payday is a crucial, recurring event worldwide, and banking apps have become essential gateway for consumers to manage their finances. In fact in the UK alone, 37% of UK residents check their current account balance daily. This is proof that reliable digital banking is no longer a convenience, but an exception.

Banks cannot afford another payday failure. By embracing DevOps best practices—progressive rollouts, automated monitoring, and real-time configuration management—they can ensure the events of February’s payday aren’t repeated.

DevOps best practices from progressive rollouts to automated monitoring, runtime configuration management, and targeted segmentation, can guide banks through the innovation process without compromising the reliability of their platforms. Reliable apps build confident customers and it’s time for banks to deliver on that promise.

We list the best mobile payment app.

This article was produced as part of TechRadarPro's Expert Insights channel where we feature the best and brightest minds in the technology industry today. The views expressed here are those of the author and are not necessarily those of TechRadarPro or Future plc. If you are interested in contributing find out more here: https://www.techradar.com/news/submit-your-story-to-techradar-pro

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By the title alone, I know some of you are questioning my technical knowledge and gaming prowess. But hear me out: wireless peripherals aren't what they used to be. They're much better.

Wireless keyboards, mice, and other accessories like gaming headsets have come a very long way in the last few years. Despite a massive market share in favor of wired hardware, wireless is slowly but surely creeping up to become king of the PC accessory hill.

I used to swear by the benefits of a wired mouse and keyboard - what about the battery life? And that awful latency? But the more I used them, the more I see wireless peripherals for their upsides.

Here's why I trust them to get the job done, and why you should too.

Battery life really isn't that big of a deal

Most peripherals will warn you before they run out of juice nowadays. (Image credit: Future)

Whenever this debate comes up, there are a few main drawbacks of wireless peripherals people tend to point to. Chief among them is usually battery life - and it makes sense, because wired peripherals have literally infinite battery life.

But what if I told you wireless peripherals today have essentially the same thing?

First off, the vast majority of wireless mice and keyboards sync up with customization software like Razer Synapse and Logitech G HUB. These apps have built-in reminder notifications that alert you when it's time to charge up.

And on top of that, many peripherals that have RGB will also give you a visual indication, like red flashing lights, when you're running low on juice. Going one step further, most of the best wireless gaming mice have auto-off functions, which power the mouse down after a certain period of inactivity.

The Logitech PowerPlay mouse pad charges your wireless mouse while you play.

Here's the real kicker though: almost all wireless mice today can also be used in a 'wired' configuration, because you can simply continue using them while you work or play.

That "battery anxiety" I felt right around the time I switched pretty much disappeared completely once I came to this realization.

If my mouse battery is running low, I take a few seconds to plug it in and keep it pushing. Once the battery is full, I unplug and enjoy the freedom of a wireless setup.

No cable drag making my setup feel "off," no worrying about the wire being the right length or turning into cable cobwebs, just my wireless companion and the task at hand.

Plus, nowadays you can even get a fancy mouse pad that charges your wireless mouse as you use it (like the Logitech PowerPlay), which is honestly just as much of a flex as it is a brilliant idea.

Is wireless latency still a problem in 2025?

You're more likely to feel other types of latency, like render latency, before you'll ever feel input lag from switching to wireless accessories. (Image credit: ASUS)

I would argue that for the vast majority of gamers, and for nearly every productivity user, the latency of modern-day wireless peripherals isn't noticeable.

You won't jump from the bottom of the leaderboard to the top because you went from a 1ms response time on a wired keyboard to 2ms response time on a wireless board.

To put it in perspective, it takes a single frame just under 7ms to render on a 144Hz monitor.

I thought the latency would be a total nonstarter for wireless peripherals, but as I kept testing them, I honestly can't say I felt any hint of difference between mice like the Logitech G Pro X Superlight 2 Lightspeed and wired competitors like the Razer Viper Ultralight (which, while a few years older, was my daily go-to wired option) while playing competitive online titles like Counter-Strike 2.

Connectivity may be more of an issue

Spotty Bluetooth connectivity remains an issue with some peripherals. (Image credit: Pixabay)

OK, if you're looking for a "gotcha," this is where you could get one over on me. Some wireless peripherals are just plain bad in the connectivity department.

Getting a spotty mouse or keyboard can certainly leave a bad first impression. It's no fun dealing with random connection drops while you're trying your best to win.

I find this usually crops up when dealing with Bluetooth or shoddy software (and is sometimes fixed with a simple firmware update, but we shouldn't have to wait around on that after spending our hard-earned money.)

This is almost never a problem with wired mice, and it is something to consider. But if you go with one of our wireless picks for the best gaming keyboards, which we've gone hands-on with and can attest to each of their connectivity reliability, you won't have that problem. Check out our other roundups too, like the best wireless gaming headsets for more ideas.

And where possible, I would use a 2.4GHz receiver over Bluetooth for the best connection. That said, a solid suite of Bluetooth accessories can free up a ton of USB ports, which are stretched thin nowadays on even the best gaming laptops.

The benefits of going wireless

Whether you're after a spiffy setup or better consistency hitting your shots, going cordless can help. (Image credit: Future)

As I've touched on throughout this article, there's a number of upsides to going wireless. Here are the main benefits I've seen:

• A cleaner desk setup (no cable clutter)
• Better freedom of movement
• No cable drag
• Easy portability
• Bluetooth Multipoint functionality
• Access to the latest sensors and switches
• More free USB ports

And there are even a few more niche benefits like long-range capabilities if you like to connect a mouse or keyboard to your console for easy browsing.

The biggest upsides I've seen are definitely the cleaner desk aesthetics and eliminating cable drag (which also goes hand in hand with better freedom of movement). I don't have to tug on my mouse cord to get it to the right length or take my headphones off when I get up to grab a drink.

It's also pretty convenient to just toss your wireless gear straight into a backpack without having to worry about spooling up wires and fretting about the USB connection getting damaged in transit.

Plus, as more companies focus on making wireless gear, the latest sensors, switches, and software are centered around this form factor, meaning some wireless gear is actually more efficient than wired counterparts in the latency and durability departments.

Now, I'm not saying you have to throw your entire setup in the dumpster just because it has a few wires hanging off of it. But if you've been avoiding the switch because "wireless is worse," I think it's time to reevaluate.

The benefits outweigh the few downsides for me, and since making the switch to a cordless cleaner setup, I haven't looked back.

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• DeepSeek is just one of the many reasons China's AI growth simply didn't materialize
• Up to 80% of new data center capacity hasn't been used according to local sources
• Should this capacity hit the wider market, it could cause a major headache to data center developers

China’s AI infrastructure boom is faltering, as according to a report in MIT Technology Review, the country built hundreds of data centers to support its AI ambitions, but many are now sitting unused.

Billions were invested by both state and private entities in 2023 and 2024, with the expectation that demand for GPU rentals would keep growing, but uptake has in fact dropped off, and as a result many operators are now struggling to survive.

Much of the early momentum was driven by hype. The government, keen for China to become a global leader in AI, encouraged local officials to fast-track data center construction with the result that more than 500 projects were announced nationwide, and at least 150 were completed by the end of 2024, according to state-affiliated sources. However, MIT Technology Review says local publications are reporting that up to 80% of this new computing capacity remains idle.

Selling off GPUs

Location is also a problem, MIT Technology Review notes. Facilities built in central and western China, where electricity is cheap, now face issues meeting latency requirements. In cities like Zhengzhou, operators are reportedly even giving away free compute vouchers in an attempt to lure users.

In some regions, developers began selling off GPUs after failing to secure long-term clients.

Xiao Li, a data center project manager who spoke with MIT Technology Review, said many WeChat groups that once boasted about Nvidia chip deals have gone quiet. “It seems like everyone is selling, but few are buying,” he noted.

Should this capacity hit the wider market, it could cause a major headache to data center developers, flooding an already soft sector with even more supply and pushing prices down further.

One reason for the drop in demand is the rise of DeepSeek, which upended the global tech economy when it launched in January 2025.

Its open source reasoning model, R1, matches the performance of ChatGPT o1 but at a lower cost, shifting interest away from model training and toward inference - the real-time use of AI models, which requires different infrastructure.

Many of the data centers built during the rush were designed for large-scale training, not the low-latency demands of real-time reasoning.

Despite the oversupply, the Chinese government reportedly remains committed. Central authorities held an AI symposium in early 2025, and firms like Alibaba and TikTok owner ByteDance have announced major investments.

For many early data center investors however, expectations have collapsed. The infrastructure was built, but the demand it was meant to supply simply hasn’t arrived.

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Lenovo Idea Tab Pro: One-minute review

The new Lenovo Idea Tab Pro could be the best Android alternative to Apple's iPad 10.9 (2022) on the market right now, given its comparable price point

It’s a formidable general use tablet that boasts a number of key upgrades compared to Apple’s slab, namely a larger 12.7” 3K (2944 x 1840) display with a buttery smooth 120Hz refresh rate, which makes everything feel breezy, from scrolling social media feeds to watching videos and movies on the go.

The seriously impressive JBL-tuned speakers can easily go toe to toe with the sound systems of some of the best tablets around. With the Lenovo Idea Tab Pro, you have a formidable media consumption machine that’s a fantastic fit for those times when you just want to kick back with some Netflix or Amazon Prime Video on a convenient tablet screen.

(Image credit: Dash Wood / Future)

Equipped with a mid-range MediaTek Dimensity 8300 processor and 8GB of RAM, the Lenovo Idea Tab Pro is no slouch when it comes to gaming. Graphically intensive titles like Zenless Zone Zero and Call of Duty: Warzone Mobile look great and run smoothly, though the tablet’s heavy weight and large size definitely make it quite an unwieldy choice for those who rely on touch screen controls.

Even considering its larger size, the Lenovo Idea Tab Pro is a great pick if you’re looking for a capable tablet to keep yourself or the rest of the family entertained on all fronts.

The Lenovo Tab Pen Plus stylus is included in the box, too, and while it's not quite as accurate as the latest Apple Pencil, it comes pretty close with impressive pressure sensitivity. As a result, this would be a very good tablet for students or beginner artists, though users in the latter category should note that leading drawing apps like Procreate are still exclusive to Apple’s ecosystem.

I had some problems with Android on tablet, including the odd stutter and unoptimized app - though I can't fault Lenovo for a poor Android tablet ecosystem.

That said, Lenovo does have control over its custom Android skin and some decisions may prove divisive. I personally appreciate neat features like the desktop-style PC mode and useful Entertainment Space home screen tab, but an awkward set up process that forced me to fight tooth and nail to avoid installing mountains of pointless bloat makes a poor first impression and is a let down, even at this price.

(Image credit: Dash Wood / Future) Lenovo Idea Tab Pro: Price and availability

• Starts at $349.99 / £379.99
• Available in the UK, coming soon to the US
• Lenovo Tab Pen Plus stylus included

The Lenovo Idea Tab Pro is currently available from Lenovo in the UK and starts at £379.99. This price gets you the tablet in its 128GB configuration and the Lenovo Tab Pen Plus, which is included in the box and costs $39.99 / £29.99 as a standalone.

A 256GB model is also available and costs around £400. Outside of Lenovo's direct sales website, the tablet is easy to find at retailers like Amazon, Argos, and Very.

As for the US, the Lenovo Idea Tab Pro isn’t available quite yet. It’s expected to launch in April 2025, with a starting price of $349.99.

• Value score: 4/5

Lenovo Idea Tab Pro: Specs

Here's everything you need to know about what the Lenovo Idea Tab Pro is packing under the hood:

Lenovo Idea Tab Pro: design and materials

• Sleek and understated
• Premium look and feel
• One color option

The design of the Lenovo Idea Tab Pro isn't the most thrilling, borrowing much of its overall look from its 2023 predecessor the Lenovo Tab P12, but it’s still good on the whole.

Its casing is a smooth metal that is both pleasant to the touch and gives the impression of durability. There are some hefty bezels around the large 12.7in display (about 8mm) but, rather than detracting from the user experience, they serve as a handy place to rest your palms without the risk of accidental inputs.

The back of the Lenovo Idea Tab Pro features an embossed, shiny Lenovo logo in its centre, plus the camera module in the top right hand corner. Next to the camera is a subtle striped pattern that seems purely decorative, and a magnetic area marked with a small stylus symbol. This is where the Lenovo Tab Pen Plus can attach to the tablet thanks to some strong magnets.

(Image credit: Dash Wood / Future)

Unfortunately, the stylus is not able to draw power when it’s attached and needs to be charged separately via a USB Type-C cable. Luckily, it has great battery life with more than 150 hours of standby time, so this isn’t something that you’re going to be doing often. I’m not the biggest stylus user, but I still put it through its paces and only needed to charge it once during my testing.

The Lenovo Idea Tab Pro also has a MicroSD card slot (ideal if you want to quickly expand your storage or easily transfer files from a laptop) plus a fingerprint reader on its power key. It’s a very snappy fingerprint reader too, quickly and reliably unlocking the tablet in a single press.

On the bottom of the tablet are three accessory connector pins which allow you to slot it into the aptly named Lenovo keyboard pack for the Idea Tab Pro. This equips it with a tactile IdeaPad style keyboard and touchpad and, thanks to the Luna Grey colorway, wouldn't look at all out of place in an educational or office setting.

At 1.36lbs / 620g this is not the lightest tablet out there, but it definitely feels well built. It’s 6.9mm thick, so still a tiny bit slimmer than the latest iPad, but a little chunkier than the iPad Air.

This is the first base model iPad to do away with the Lightning port in favor of USB-C (Image credit: Dash Wood / Future)

Design score: 4/5

Lenovo Idea Tab Pro: Display

• Colorful and smooth display
• Fantastic for media consumption
• Not the brightest around

Apple iPad 10.9 (2022) Liquid Retina Display in the Magic Keyboard Folio (Image credit: Dash Wood / Future)

The Lenovo Idea Pad Pro features a 12.7in IPS LCD screen at 2944 x 1840 (3K) resolution. It’s not quite as vibrant as OLED options, but it's still got punchy colors and benefits from a smooth 144Hz refresh rate. This is a huge upgrade compared to the 60Hz panel used on the Lenovo Pad P12 and is instantly noticeable when scrolling websites or social media feeds. The viewing angles are also surprisingly good, making it easy to use the tablet propped up against a stand and even when it’s flat on a table.

I tested the display with a wide range of videos in both 1080p and 2160p and was very happy with the results. The only area where I can fault it is in its brightness. Maxing out at 400 nits, it’s completely fine for indoor use but can start to struggle in bright sunlight. This won’t matter for the vast majority of users, but if you want to read magazines or comic books on a sun lounger then you will probably appreciate something brighter. Given the price and strong performance of the display elsewhere, however, it’s difficult to really complain about this.

The 12.7in size is more than enough for most day-to-day functions and perfect multi-tasking. Lenovo’s OS has some extra buttons specifically for this purpose too, making it easy to split the screen between two separate apps or view an app as a floating window - fantastic if you want to view multiple documents or take notes from a website.

• Display score: 4/5

Lenovo Idea Tab Pro: Software

• Some handy features
• Brilliant PC mode
• Annoying bloat

The software here is a bit of a mixed bag. On one hand, I really enjoy Lenovo’s Android skin. This is, of course, subjective, but I find its user interface approachable and packed with useful features.

The Entertainment Space on the home screen for example, which connects to most of your streaming services to provide an all-encompassing page of recommendations, is something that I actually regularly use and a great way to work out what to watch next.

The PC mode is also brilliant, enhancing multi-tasking with the ability to create multiple distinct windows with your apps on a virtual desktop. The tablet’s USB Type-C port supports DisplayPort too, so you could feasibly hook this up to a keyboard, mouse, and monitor with a compatible dock for an effective workstation in a pinch.

Menus are all snappy and the in-built smart connect app lets you connect the tablet to your PC to quickly share files and even directly control it from your desktop - though your mileage here is going to depend heavily on the strength of your internet connection.

On the other hand, the setup process is, in a word, dire. You have to flip through an entire menu of annoying ‘additional apps’ (that’s a polite way of saying ‘pointless bloat’) and even after thinking that I had managed to dodge every single one, I still somehow ended up with the likes of MyScript Calculator 2, Tide, and Nebo clogging up my home screen.

I don’t even know what ‘Nebo’ is and was in no mood to find out, so I had to spend my first five minutes with the tablet uninstalling everything that I could. It makes for a very poor first impression and feels a little like Lenovo is trying to take advantage of users that don’t know any better.

(Image credit: Dash Wood / Future)

• Software score: 3/5

Lenovo Idea Tab Pro: Performance,

• Really superb speakers
• Great for media consumption
• Also a decent choice for gaming

Rather unexpectedly, the absolute highlight of using the Lenovo Idea Tab Pro is its unbelievably good speakers.

Seriously, the quad JBL-tuned setup here is genuinely among the best that I have ever heard on a tablet at this price, absolutely obliterating the likes of the Samsung Galaxy Tab S9 FE and iPad 10.9 (2022). They can go impressively loud without losing detail and offer a great sound profile that’s punchy without being too heavy on the bass.

Throw in the Dolby Atmos support and you have a sound system that can handle intense action movie moments, catchy TV show theme tunes, or long video podcasts without breaking a sweat. One of my absolute favorite things to do on any tablet is watching music videos and that was a real pleasure here, even without any headphones.

It definitely helps that all types of media look great on the big, bright 3K screen though. The 16:10 aspect ratio also leads to minimal black bars in most scenarios. This is a real streaming powerhouse and, if you’re after a tablet to catch up with your favorite series, it comes highly recommended.

(Image credit: Dash Wood / Future)

I put the tablet through its paces with a range of apps, plus plenty of internet browsing, and there was no noticeable slowdown to report. I encountered a few small stutters in the YouTube app when swiping to minimize a video and a handful crashes in the Firefox app, though these seem to be problems with Android itself that I have been able to replicate on other devices, so I won't blame the tablet.

If you’re in the mood for some gaming, then the Lenovo Idea Tab Pro is a good choice. Call of Duty: Mobile ran perfectly smoothly, solidly maintaining above 60 fps even after I cranked the settings up to Very High. Paired with a Bluetooth controller, it was a fantastic experience.

The significantly more demanding Zenless Zone Zero ran at a smooth 30 fps on Low. Cranking the frame rate up to 60, the Idea Tab Pro was mostly stable, but the game did cause the tablet to heat up quickly. In more casual games like SimCity BuildIt, performance was flawless throughout.

Lenovo Idea Tab Pro: Battery

• Lasts a day and then some
• Holds charge well between uses
• Average charging speed

Equipped with a large 10,200 mAh battery, the Lenovo Idea Tab Pro delivers good battery life.

It can easily get through an entire day of use and then some, provided that you’re not running lots of downloads or gaming frequently.

To give you a practical example, I used the tablet to watch an episode of a TV series every evening and I didn't need to charge the tablet the entire week. The Idea Tab Pro also seems to hold its charge well when idle. This is a tablet that you can leave in a bag for a few days and come back to without needing to run for a charger.

On the subject of charging, the tablet supports up to 45W power delivery and took about two hours to get up to full juice from zero. Nothing exceptional in this regard, but fine for the price.

Lenovo Idea Tab Pro: Score card Should I buy the Lenovo Idea Tab Pro? Buy it if...

You’re after great sound
I still can’t get over how great the sound is with the Lenovo Idea Tab Pro. The quad JBL-tuned speakers are a delight and a top reason to buy.

You love watching movies
With its lovely 12.7in 3K display, the Lenovo Idea Tab Pro is a great fit for movie lovers. Plus the MicroSD card support means you don’t have to worry about running out of space for all your favorite series.

You want a good all-round tablet
This tablet is a great all-rounder. It’s ideal for media consumption thanks to its sound and screen, but also has the specs for productivity and gaming.

Don't buy it if...

You can’t stand the software
Lenovo’s Android skin won’t be for everyone, especially the frustrating set-up process. Consider options from other brands if you don’t think you’ll be a fan.

Also consider

Not sold on the Lenovo Idea Tab Pro? Here are two compelling alternatives to consider.

iPad 10.9 (2022)
Not quite the latest iPad anymore, but widely available for around the same cost as the Lenovo Idea Tab Pro. You get comparable battery life and decent performance, but a smaller, lower resolution screen and worse speakers. The big draw here, however, is the software which is a seamless delight and offers leading apps like Procreate. The camera is much better, too.

Read our full iPad 10.9 (2022) review

Samsung Galaxy Tab S9 FE Plus
If you have a bit of a higher budget, then the superior battery life, not to mention thinner design and wider range of colors, might make the Samsung Galaxy Tab S9 FE Plus a compelling option. The processor here is slightly less powerful than the Mediatek Dimensity 8300, though, so don’t expect better performance.

Read our full Samsung Galaxy Tab S9 FE Plus review

How I tested the Lenovo Idea Tab Pro

I used the Lenovo Idea Tab Pro tablet as my primary tablet for more than two weeks.

During that time I tried it out with a range of productivity tasks (including the writing of this review!) with apps like Google Docs, Gmail, Slack, and Firefox. I made sure to evaluate the quality of the included stylus using the in-built notes application.

I also relied on it for my entertainment needs, by watching series on Amazon Prime Video, Netflix, and Disney+. On top of this, I watched lots of videos on YouTube and listened to plenty of music in order to really make the most of its excellent speakers.

On top of this, I managed to squeeze in a fair few hours in Call of Duty Mobile, which I played with both touch controls and an Xbox Wireless Controller, plus plenty of time in Zenless Zone Zero.

For battery testing, I ran the tablet from full charge until it ran out of battery over a few sessions - making a note of the length of each session plus the overall start and end time. I also measured the time it took to charge back up to 100% using a 45W charger.

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First reviewed April 2025

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