Introduction: A Security Crisis That Keeps Leaders Awake
Did you know that 97% of security professionals admit to losing sleep over potentially missed critical alerts? (Ponemon Institute) It’s not just paranoia—the risk is real. Security operations centers (SOCs) are flooded with tens of thousands of alerts daily, and missing even one critical incident can lead to catastrophic consequences.
Take the Target breach of 2013: attackers exfiltrated 41 million payment card records, costing the company $18.5 million in regulatory settlements and long-term brand damage (Reuters). The painful truth? Alerts were generated—but overwhelmed analysts failed to act on time.
100,000+ daily alerts in large SOCs as per Fortinet
Clearly, traditional SecOps cannot keep pace. This is where Artificial Intelligence (AI) steps in—not as a luxury, but as the missing security shield.
Why Traditional SecOps is Falling Short
Alert Fatigue & Human Limits
Manual triage overwhelms analysts. Studies show 81% of SOC teams cite manual investigation as their biggest bottleneck (TechTarget)—leading to burnout, mistakes, and missed detections.
Signature-Based Detection Can’t Keep Up
Conventional tools rely on known signatures. But attackers now deploy zero-days, polymorphic malware, and AI-generated phishing emails that evade these defenses. Gartner predicts 80% of modern threats bypass legacy signature-based systems by 2026 (Gartner Report).
Longer Dwell Times = Bigger Damage
Dwell time—the period attackers stay undetected—often stretches weeks to months. Verizon’s 2024 DBIR shows 62% of breaches go undetected for more than a month (Verizon DBIR 2024). During this time, attackers can steal data, deploy ransomware, or create persistent backdoors.
Ransomware at Machine Speed
Cybersecurity Ventures reports a ransomware attack every 11 seconds globally, with damages forecast to hit USD 265 billion annually by 2031 (Cybersecurity Ventures). Humans alone cannot fight threats at this velocity.
How AI Bridges the Gap in SecOps
AI isn’t replacing analysts—it’s augmenting them with superhuman speed, scale, and accuracy. Here’s how:
1. Anomaly-Based Threat Detection
AI establishes a baseline of normal behavior and flags deviations (e.g., unusual logins, abnormal data flows). Unlike static signatures, anomaly detection spots zero-days and advanced persistent threats (APTs).
2. Real-Time Threat Intelligence
AI ingests global threat feeds, correlates them with local telemetry, and predicts attack patterns before they hit. This allows SOCs to move from reactive defense to proactive hunting.
3. Automated Alert Triage
AI filters out noise and correlates alerts into coherent incident narratives. By cutting false positives by up to 60% (Tech Radar), AI frees analysts to focus on high-risk threats.
4. Privilege Management & Insider Threats
AI-driven Identity & Access Management (IAM) continuously checks user behavior against role requirements, preventing privilege creep and catching insider threats.
5. Automated Threat Containment
AI-powered orchestration platforms can:
Isolate compromised endpoints
Quarantine malicious traffic
Trigger network segmentation
This shrinks containment windows from hours to minutes.
6. Shadow IT Discovery
Unauthorized apps and AI tools are rampant. AI maps shadow IT usage by analyzing traffic patterns, reducing blind spots and compliance risks.
7. Phishing & Deepfake Defense
Generative AI has supercharged phishing. Traditional keyword filters miss these, but AI can detect behavioral anomalies, reply-chain inconsistencies, and deepfake audio/video scams.
8. BYOD Endpoint Protection
AI monitors personal devices accessing corporate networks, detecting ransomware encryption patterns and isolating infected devices instantly.
Allows natural language queries—no complex syntax required.
Automates workflows like incident summaries, risk assessments, and remediation steps.
Cuts analyst workload by up to 50%.
The Unified Advantage
Traditional SOCs struggle with tool sprawl. Seqrite provides a unified architecture with centralized management, reducing complexity and cutting TCO by up to 47% (industry benchmarks).
The Future: Predictive & Agentic AI in SecOps
Predictive AI: Anticipates breaches before they occur by analyzing historical + real-time telemetry.
Causal AI: Maps cause-effect relationships in attacks, helping SOCs understand root causes, not just symptoms.
Agentic AI: Autonomous agents will investigate and remediate incidents without human intervention, allowing SOC teams to focus on strategy.
Conclusion: AI Is No Longer Optional
Cybercriminals are already using AI to scale attacks. Without AI in SecOps, organizations risk falling hopelessly behind.
The benefits are clear:
Faster detection (minutes vs weeks)
Reduced false positives (by up to 60%)
Automated containment (minutes vs hours)
Continuous compliance readiness
AI is not replacing SecOps teams—it’s the missing shield that makes them unbeatable.
In an increasingly mobile-first world, organizations are leveraging mobile devices for a variety of operational needs – making them indispensable tools for business productivity. Whether it’s sales reps using tablets in the field, managers accessing dashboards from their phones, or logistics teams managing and tracking deliveries in real time — mobile devices are the backbone of modern enterprises. However, this reliance introduces a complex set of security, compliance, and management challenges.
The Rising Threat Landscape
According to the Verizon 2024 Mobile Security Index, 28% of all cyberattacks on corporate endpoints targeted mobile devices1, making them the second most attacked category after IoT. India, notably, accounted for 28% of global mobile malware attacks2, and the threat is accelerating — cyberattacks in India’s government sector organizations alone increased by 138% in four years.
Common Challenges Faced by IT Teams
If your organization is issuing mobile devices but not actively managing them, you’re leaving a wide door open for cyber threats, data breaches, and productivity loss. Without a Mobile Device Management platform, IT Admins in an organization also struggle with multiple challenges, including:
Lack of visibility into how and where devices are being used
Compliance headaches, especially in sectors like BFSI and government
Increased risk from data breaches and insider threats
Rising IT overhead from manual device provisioning and support
User resistance due to poor onboarding and restrictive policies
High IT overhead for manual updates and troubleshooting
Productivity losses due to device misuse
Hidden costs from lost, misused, or underutilized devices
These issues not only compromise security but also hamper operational efficiency.
Enter Seqrite Mobile Device Management (MDM): Purpose-Built for Indian Enterprises
Seqrite Mobile Device Management (MDM) is a comprehensive solution designed to manage, secure, and optimize the use of company-owned mobile devices across industries. Seqrite MDM offers a comprehensive solution that empowers IT admins to streamline device management and security with ease. It simplifies device enrolment by automating provisioning and configuration, reducing manual effort and errors. With robust security features like inbuilt antivirus, password complexity enforcement, and remote wipe, organizations can ensure sensitive data remains protected. IT teams can also deploy managed applications consistently across devices, maintaining compliance and control. Furthermore, employees benefit from seamless access to corporate resources such as emails and files, driving greater productivity without compromising security
Seqrite MDM offers full lifecycle device deployment & management for Company Owned Devices with diverse operational modes:
Dedicated Devices Locked down devices for specific tasks or functions managed in kiosk/ launcher mode with only selected apps and features – reducing misuse and maximizing operational efficiency.
Fully Managed Devices Manage all apps, settings, and usage, ensuring complete security, compliance, and a consistent user experience with full administrative control.
Fully Managed Devices with Work Profile Hybrid model, allowing personal use while keeping work data isolated in a secure Android Work Profile – Manage only the work container, ensuring data separation, user privacy, and corporate compliance.
Seqrite MDM has following comprehensive mobile security and anti-theft features, which attribute to advanced differentiators setting it apart as a security-first MDM solution:
Artificial Intelligence based Anti-Virus: Best-in-class, built-in antivirus engine that keeps the devices safe from cyber threats.
Scheduled Scan: Remotely schedule a scan at any time and monitor the status of enrolled devices for security risks and infections.
Incoming Call Blacklisting/Whitelisting: Restricts incoming calls to only approved series or contacts, reducing distractions and preventing unauthorized communication.
Intruder Detection: Captures a photo via the front camera upon repeated failed unlock attempts, alerting users to potential unauthorized access.
Camera/Mic Usage Alerts: Monitors and notifies when the camera or microphone is accessed by any app, ensuring privacy and threat detection.
Data Breach Alerts: Integrates with public breach databases to alert if any enterprise email IDs have been exposed in known breaches.
App Lock for Sensitive Apps: Adds an extra layer of protection by locking selected apps behind additional authentication, safeguarding sensitive data.
Anti-theft: Remotely locate, lock, and wipe data on lost or stolen devices. Block or completely lock the device on SIM change.
Web Security: Comprehensive browsing, phishing, and web protection. Blacklist/ whitelist the URLs or use category/keyword-based blocking. Also, restrict usage of YouTube to control non-work-related content consumption during work hours.
Seqrite MDM goes beyond the basics with advanced features designed to deliver greater control, flexibility, and efficiency for businesses. Its granular app management capability allows IT teams to control apps down to the version level, ensuring only compliant applications are installed across devices. With virtual fencing, policies can be applied based on Wi-Fi, geolocation, or time – making it especially valuable for shift-based teams or sensitive field operations. Real-time analytics provide deep visibility into device health, data usage, and compliance through intuitive dashboards and automated reports. Downtime is further minimized with remote troubleshooting, enabling IT admins to access and support devices instantly. Backed by Seqrite, a Quick Heal company, Seqrite MDM is proudly Made in India, Made for India – delivering modular pricing and unmatched local support tailored to diverse business needs. From BFSI to logistics, education to government services, Seqrite MDM is already powering secure mobility across sectors.
Ready to Take Control of Your Corporate Devices?
Empower your organization with secure, compliant, and efficient mobile operations. Discover how Seqrite Mobile Device Management can transform your mobility strategy:
Today we’re going to go over some of my favorite GSAP techniques that can bring you great results with just a little code.
Although the GSAP documentation is among the best, I find that developers often overlook some of GSAP’s greatest features or perhaps struggle with finding their practical application.
The techniques presented here will be helpful to GSAP beginners and seasoned pros. It is recommended that you understand the basics of loading GSAP and working with tweens, timelines and SplitText. My free beginner’s course GSAP Express will guide you through everything you need for a firm foundation.
If you prefer a video version of this tutorial, you can watch it here:
GSAP’s SplitText just went through a major overhaul. It has 14 new features and weighs in at roughly 7kb.
SplitText allows you to split HTML text into characters, lines, and words. It has powerful features to support screen-readers, responsive layouts, nested elements, foreign characters, emoji and more.
My favorite feature is its built-in support for masking (available in SplitText version 3.13+).
Prior to this version of SplitText you would have to manually nest your animated text in parent divs that have overflow set to hidden or clip in the css.
SplitText now does this for you by creating “wrapper divs” around the elements that we apply masking to.
Basic Implementation
The code below will split the h1 tag into chars and also apply a mask effect, which means the characters will not be visible when they are outside their bounding box.
See the Pen
Codrops Tip 1: Split Text Masking – Basic by Snorkl.tv (@snorkltv)
on CodePen.
This simple implementation works great and is totally fine.
However, if you inspect the DOM you will see that 2 new <div> elements are created for each character:
an outer div with overflow:clip
an inner div with text
With 17 characters to split this creates 34 divs as shown in the simplified DOM structure below
<h1>SplitText Masking
<div> <!-- char wrapper with overflow:clip -->
<div>S</div>
</div>
<div> <!-- char wrapper with overflow:clip -->
<div>p</div>
</div>
<div> <!-- char wrapper with overflow:clip -->
<div>l</div>
</div>
<div> <!-- char wrapper with overflow:clip -->
<div>i</div>
</div>
<div> <!-- char wrapper with overflow:clip -->
<div>t</div>
</div>
...
</h1>
The More Efficient Approach
If you want to minimize the amount of DOM elements created you can split your text into characters and lines. Then you can just set the masking on the lines element like so:
Demo: Split Text Masking (Better with chars and lines)
See the Pen
Codrops Tip 1: Split Text Masking – Better with chars and lines by Snorkl.tv (@snorkltv)
on CodePen.
Now if you inspect the DOM you will see that there is
1 line wrapper div with overflow:clip
1 line div
1 div per character
With 17 to characters to split this creates only 19 divs in total:
<h1>SplitText Masking
<div> <!-- line wrapper with overflow:clip -->
<div> <!-- line -->
<div>S</div>
<div>p</div>
<div>l</div>
<div>i</div>
<div>t</div>
...
</div>
</div>
</h1>
Tip 2: Setting the Stagger Direction
From my experience 99% of stagger animations go from left to right. Perhaps that’s just because it’s the standard flow of written text.
However, GSAP makes it super simple to add some animation pizzazz to your staggers.
To change the direction from which staggered animations start you need to use the object-syntax for the stagger value
Normal Stagger
Typically the stagger value is a single number which specifies the amount of time between the start of each target element’s animation.
gsap.to(targets, {x:100, stagger:0.2}) // 0.2 seconds between the start of each animation
Stagger Object
By using the stagger object we can specify multiple parameters to fine-tune our staggers such as each, amount, from, ease, grid and repeat. See the GSAP Stagger Docs for more details. Our focus today will be on the from property which allows us to specify from which direction our staggers should start.
gsap.to(targets, {x:100,
stagger: {
each:0.2, // amount of time between the start of each animation
from:”center” // animate from center of the targets array
}
The from property in the stagger object can be any one of these string values
“start” (default)
“center”
“end”
“edges”
“random”
Demo: Stagger Direction Timeline
In this demo the characters animate in from center and then out from the edges.
See the Pen
Codrops Tip 2: Stagger Direction Timeline by Snorkl.tv (@snorkltv)
on CodePen.
Demo: Stagger Direction Visualizer
See the Pen
Codrops Tip 2: Stagger Direction Visualizer by Snorkl.tv (@snorkltv)
on CodePen.
Tip 3: Wrapping Array Values
The gsap.utils.wrap() function allows you to pull values from an array and apply them to multiple targets. This is great for allowing elements to animate in from opposite directions (like a zipper), assigning a set of colors to multiple objects and many more creative applications.
Setting Colors From an Array
I love using gsap.utils.wrap() with a set() to instantly manipulate a group of elements.
// split the header
const split = SplitText.create("h1", {
type:"chars"
})
//create an array of colors
const colors = ["lime", "yellow", "pink", "skyblue"]
// set each character to a color from the colors array
gsap.set(split.chars, {color:gsap.utils.wrap(colors)})
When the last color in the array (skyblue) is chosen GSAP will wrap back to the beginning of the array and apply lime to the next element.
Animating from Alternating Directions
In the code below each target will animate in from alternating y values of -50 and 50.
Notice that you can define the array directly inside of the wrap() function.
See the Pen
Codrops Tip 3: Basic Wrap by Snorkl.tv (@snorkltv)
on CodePen.
Demo: Fancy Wrap
In the demo below there is a timeline that creates a sequence of animations that combine stagger direction and wrap. Isn’t it amazing what GSAP allows you to do with just a few simple shapes and a few lines of code?
See the Pen
Codrops Tip 3: Fancy Wrap by Snorkl.tv (@snorkltv)
on CodePen.
As you watch the animation be sure to go through the GSAP code to see which tween is running each effect.
I strongly recommend editing the animation values and experimenting.
Tip 4: Easy Randomization with the “random()” String Function
GSAP has its own random utility function gsap.utils.random() that lets you tap into convenient randomization features anywhere in your JavaScript code.
// generate a random number between 0 and 450
const randomNumber = gsap.utils.random(0, 450)
To randomize values in animations we can use the random string shortcut which saves us some typing.
//animate each target to a random x value between 0 and 450
gsap.to(targets, {x:"random(0, 450)"})
//the third parameter sets the value to snap to
gsap.to(targets, {x:"random(0, 450, 50)"}) // random number will be an increment of 50
//pick a random value from an array for each target
gsap.to(targets, fill:"random([pink, yellow, orange, salmon])"
Demo: Random String
See the Pen
Codrops Tip 4: Random String by Snorkl.tv (@snorkltv)
on CodePen.
TIP 5: repeatRefresh:true
This next tip appears to be pure magic as it allows our animations to produce new results each time they repeat.
GSAP internally stores the start and end values of an animation the first time it runs. This is a performance optimization so that each time it repeats there is no additional work to do. By default repeating tweens always produce the exact same results (which is a good thing).
When dealing with dynamic or function-based values such as those generated with the random string syntax “random(0, 100)” we can tell GSAP to record new values on repeat by setting repeatRefresh:true.
You can set repeatRefresh:true in the config object of a single tween OR on a timeline.
//use on a tween
gsap.to(target, {x:”random(50, 100”, repeat:10, repeatRefresh:true})
//use on a timeline
const tl = gsap.timeline({repeat:10, repeatRefresh:true})
Demo: repeatRefresh Particles
The demo below contains a single timeline with repeatRefresh:true.
Each time it repeats the circles get assigned a new random scale and a new random x destination.
Be sure to study the JS code in the demo. Feel free to fork it and modify the values.
See the Pen
Codrops Tip 5: repeatRefresh Particles by Snorkl.tv (@snorkltv)
on CodePen.
TIP 6: Tween The TimeScale() of an Animation
GSAP animations have getter / setter values that allow you to get and set properties of an animation.
Common Getter / Setter methods:
paused() gets or sets the paused state
duration() gets or sets the duration
reversed() gets or sets the reversed state
progress() gets or sets the progress
timeScale() gets or sets the timeScale
Getter Setter Methods in Usage
animation.paused(true) // sets the paused state to true
console.log(animation.paused()) // gets the paused state
console.log(!animation.paused()) // gets the inverse of the paused state
See it in Action
In the demo from the previous tip there is code that toggles the paused state of the particle effect.
//click to pause
document.addEventListener("click", function(){
tl.paused(!tl.paused())
})
This code means “every time the document is clicked the timeline’s paused state will change to the inverse (or opposite) of what it currently is”.
If the animation is paused, it will become “unpaused” and vice-versa.
This works great, but I’d like to show you trick for making it less abrupt and smoothing it out.
Tweening Numeric Getter/Setter Values
We can’t tween the paused() state as it is either true or false.
Where things get interesting is that we can tween numeric getter / setter properties of animations like progress() and timeScale().
timeScale() represents a factor of an animation’s playback speed.
timeScale(1): playback at normal speed
timeScale(0.5) playback at half speed
timeScale(2) playback at double speed
Setting timeScale()
//create an animation with a duration of 5 seconds
const animation = gsap.to(box, {x:500, duration:5})
//playback at half-speed making it take 10 seconds to play
animation.timeScale(0.5)
Tweening timeScale()
const animation = gsap.to(box, {x:500, duration:5}) // create a basic tween
// Over the course of 1 second reduce the timeScale of the animation to 0.5
gsap.to(animation, {timeScale:0.5, duration:1})
Dynamically Tweening timeScale() for smooth pause and un-pause
Instead of abruptly changing the paused state of animation as the particle demo above does we are now going to tween the timeScale() for a MUCH smoother effect.
Demo: Particles with timeScale() Tween
See the Pen
Codrops Tip 6: Particles with timeScale() Tween by Snorkl.tv (@snorkltv)
on CodePen.
Click anywhere in the demo above to see the particles smoothly slow down and speed up on each click.
The code below basically says “if the animation is currently playing then we will slow it down or else we will speed it up”. Every time a click happens the isPlaying value toggles between true and false so that it can be updated for the next click.
Tip 7: GSDevTools Markers and Animation IDs
Most of the demos in this article have used GSDevTools to help us control our animations. When building animations I just love being able to scrub at my own pace and study the sequencing of all the moving parts.
However, there is more to this powerful tool than just scrubbing, playing and pausing.
Markers
The in and out markers allow us to loop ANY section of an animation. As an added bonus GSDevTools remembers the previous position of the markers so that each time we reload our animation it will start and end at the same time.
This makes it very easy to loop a particular section and study it.
Important: The markers are only available on screens wider than 600px. On small screens the UI is minimized to only show basic controls.
Setting IDs for the Animation Menu
The animation menu allows us to navigate to different sections of our animation based on an animation id. When dealing with long-form animations this feature is an absolute life saver.
Since GSAP’s syntax makes creating complex sequences a breeze, it is not un-common to find yourself working on animations that are beyond 10, 20 or even 60 seconds!
To set an animation id:
const tl = gsap.timeline({id:"fancy"})
//Add the animation to GSDevTools based on variable reference
GSDevTools.create({animation:tl})
//OR add the animation GSDevTools based on id
GSDevTools.create({animation:"fancy"})
With the code above the name “fancy” will display in GSDevTools.
Although you can use the id with a single timeline, this feature is most helpful when working with nested timelines as discussed below.
Demo: GSAP for Everyone
See the Pen
Codrops Tip 7: Markers and Animation Menu by Snorkl.tv (@snorkltv)
on CodePen.
This demo is 26 seconds long and has 7 child timelines. Study the code to see how each timeline has a unique id that is displayed in the animation menu.
Use the animation menuto navigate to and explore each section.
Important: The animation menu is only available on screens wider than 600px.
Hopefully you can see how useful markers and animation ids can be when working with these long-form, hand-coded animations!
Want to Learn More About GSAP?
I’m here to help.
I’ve spent nearly 5 years archiving everything I know about GSAP in video format spanning 5 courses and nearly 300 lessons at creativeCodingClub.com.
I spent many years “back in the day” using GreenSock’s ActionScript tools as a Flash developer and this experience lead to me being hired at GreenSock when they switched to JavaScript. My time at GreenSock had me creating countless demos, videos and learning resources.
Spending years answering literally thousands of questions in the support forums has left me with a unique ability to help developers of all skill levels avoid common pitfalls and get the most out of this powerful animation library.
It’s my mission to help developers from all over the world discover the joy of animating with code through affordable, world-class training.
TLDR: You can cross-browser test your website in real browsers for free without installing anything by using Browserling. It runs all browsers (Chrome, Firefox, Safari, Edge, etc) on all systems so you don’t need to download them or keep your own browser stack.
What Is Cross-browser Testing?
Cross-browser testing means checking how a website looks and works in different browsers. Every browser, like Chrome, Firefox, Edge, or Safari, shows websites a little differently. Sometimes your site looks fine in one but breaks in another. Cross-browser testing makes sure your site works for everyone.
Why Do I Need It?
Because your visitors don’t all use the same browser. Some people are on Chrome, others on Safari or Firefox, and some still use Internet Explorer. If your site only works on one browser, you’ll lose visitors. Cross-browser testing helps you catch bugs before your users do.
Can I Test Mobile Browsers Too?
Yes, cross-browser testing tools like Browserling let you check both desktop and mobile versions. You can quickly switch between screen sizes and devices to see how your site looks on phones, tablets, and desktops.
Do I Have to Install Different Browsers?
Nope! That’s the best part. You don’t need to clutter your computer with ten different browsers. Instead, cross-browser testing runs them in the cloud. You just pick the browser you want and test right from your own browser window.
Is It Safe?
Totally. You’re not installing anything shady, and you’re not downloading random browsers from sketchy websites. Everything runs on Browserling’s secure servers.
What If I Just Want to Test a Quick Fix?
That’s exactly what the free version is for. Got a CSS bug? A weird layout issue? Just load up the browser you need, test your page, and see how it behaves.
How Is This Different From Developer Tools?
Dev tools are built into browsers and help you inspect your site, but they can’t show you how your site looks in browsers you don’t have. Cross-browser testing lets you actually run your site in those missing browsers and see the real deal.
Is It Good for Developers and Testers?
For sure. Developers use cross-browser testing to make websites look right across platforms. QA testers use it to make sure new releases don’t break old browsers. Even hobbyists can use it to make their personal sites look better.
Is It Free?
Yes, Browserling has a free plan with limited time per session. If you need more testing power, they also have paid options. But for quick checks, the free plan is usually enough.
What Is Browserling?
Browserling is a free cloud-based cross-browser testing service. It lets you open real browsers on real machines and test your sites instantly. The latest geo-browsing feature allows you to route your tests through 20+ countries to see how websites behave across regions or to bypass sites that try to block datacenter traffic. Plus, the latest infrastructure update added admin rights, WSL with Ubuntu/Kali, build tools, custom resolutions, and more.
Who Uses Browserling?
Browserling is trusted by developers, IT teams, schools, banks, and even governments. Anyone who needs websites to “just work” across browsers uses Browserling. Millions of people test their sites on it every month.
TLDR: You can cross-browser test your website in real browsers for free without installing anything by using Browserling. It runs all browsers (Chrome, Firefox, Safari, Edge, etc) on all systems so you don’t need to download them or keep your own browser stack.
What Is Cross-browser Testing?
Cross-browser testing means checking how a website looks and works in different browsers. Every browser, like Chrome, Firefox, Edge, or Safari, shows websites a little differently. Sometimes your site looks fine in one but breaks in another. Cross-browser testing makes sure your site works for everyone.
Why Do I Need It?
Because your visitors don’t all use the same browser. Some people are on Chrome, others on Safari or Firefox, and some still use Internet Explorer. If your site only works on one browser, you’ll lose visitors. Cross-browser testing helps you catch bugs before your users do.
Can I Test Mobile Browsers Too?
Yes, cross-browser testing tools like Browserling let you check both desktop and mobile versions. You can quickly switch between screen sizes and devices to see how your site looks on phones, tablets, and desktops.
Do I Have to Install Different Browsers?
Nope! That’s the best part. You don’t need to clutter your computer with ten different browsers. Instead, cross-browser testing runs them in the cloud. You just pick the browser you want and test right from your own browser window.
Is It Safe?
Totally. You’re not installing anything shady, and you’re not downloading random browsers from sketchy websites. Everything runs on Browserling’s secure servers.
What If I Just Want to Test a Quick Fix?
That’s exactly what the free version is for. Got a CSS bug? A weird layout issue? Just load up the browser you need, test your page, and see how it behaves.
How Is This Different From Developer Tools?
Dev tools are built into browsers and help you inspect your site, but they can’t show you how your site looks in browsers you don’t have. Cross-browser testing lets you actually run your site in those missing browsers and see the real deal.
Is It Good for Developers and Testers?
For sure. Developers use cross-browser testing to make websites look right across platforms. QA testers use it to make sure new releases don’t break old browsers. Even hobbyists can use it to make their personal sites look better.
Is It Free?
Yes, Browserling has a free plan with limited time per session. If you need more testing power, they also have paid options. But for quick checks, the free plan is usually enough.
What Is Browserling?
Browserling is a free cloud-based cross-browser testing service. It lets you open real browsers on real machines and test your sites instantly. The latest geo-browsing feature allows you to route your tests through 20+ countries to see how websites behave across regions or to bypass sites that try to block datacenter traffic. Plus, the latest infrastructure update added admin rights, WSL with Ubuntu/Kali, build tools, custom resolutions, and more.
Who Uses Browserling?
Browserling is trusted by developers, IT teams, schools, banks, and even governments. Anyone who needs websites to “just work” across browsers uses Browserling. Millions of people test their sites on it every month.
A suitable constructor for type ‘X’ could not be located. What a strange error message! Luckily it’s easy to solve.
Table of Contents
Just a second! 🫷 If you are here, it means that you are a software developer.
So, you know that storage, networking, and domain management have a cost .
If you want to support this blog, please ensure that you have disabled the adblocker for this site. I configured Google AdSense to show as few ADS as possible – I don’t want to bother you with lots of ads, but I still need to add some to pay for the resources for my site.
Thank you for your understanding. – Davide
A few days ago I was preparing the demo for a new article. The demo included a class with an IHttpClientFactory service injected into the constructor. Nothing more.
Then, running the application (well, actually, executing the code), this error popped out:
System.InvalidOperationException: A suitable constructor for type ‘X’ could not be located. Ensure the type is concrete and all parameters of a public constructor are either registered as services or passed as arguments. Also ensure no extraneous arguments are provided.
How to solve it? It’s easy. But first, let me show you what I did in the wrong version.
Setting up the wrong example
For this example, I created an elementary project.
It’s a .NET 7 API project, with only one controller, GenderController, which calls another service defined in the IGenderizeService interface.
IGenderizeService is implemented by a class, GenderizeService, which is the one that fails to load and, therefore, causes the exception to be thrown. The class calls an external endpoint, parses the result, and then returns it to the caller:
publicclassGenderizeService : IGenderizeService
{
privatereadonly IHttpClientFactory _httpClientFactory;
public GenderizeService(IHttpClientFactory httpClientFactory)
{
_httpClientFactory = httpClientFactory;
}
publicasync Task<GenderProbability> GetGenderProbabiliy(string name)
{
var httpClient = _httpClientFactory.CreateClient();
var response = await httpClient.GetAsync($"?name={name}");
var result = await response.Content.ReadFromJsonAsync<GenderProbability>();
return result;
}
}
Finally, I’ve defined the services in the Program class, and then I’ve specified which is the base URL for the HttpClient instance generated in the GenderizeService class:
// some codebuilder.Services.AddScoped<IGenderizeService, GenderizeService>();
builder.Services.AddHttpClient<IGenderizeService, GenderizeService>(
client => client.BaseAddress = new Uri("https://api.genderize.io/")
);
var app = builder.Build();
// some more code
That’s it! Can you spot the error?
2 ways to solve the error
The error was quite simple, but it took me a while to spot:
In the constructor I was injecting an IHttpClientFactory:
public GenderizeService(IHttpClientFactory httpClientFactory)
while in the host definition I was declaring an HttpClient for a specific class:
We no longer need to call _httpClientFactory.CreateClient because the injected instance of HttpClient is already customized with the settings we’ve defined at Startup.
Further readings
I’ve briefly talked about HttpClientFactory in one article of my C# tips series:
Cyberattacks aren’t slowing down—they’re getting bolder and smarter. From phishing scams to ransomware outbreaks, the number of incidents has doubled or even tripled year over year. In today’s hybrid, multi-vendor IT landscape, protecting your organization’s digital assets requires choosing the top XDR vendor that can see and stop threats across every possible entry point.
Over the last five years, XDR (Extended Detection and Response) has emerged as one of the most promising cybersecurity innovations. Leading IT analysts agree: XDR solutions will play a central role in the future of cyber defense. But not all XDR platforms are created equal. Success depends on how well an XDR vendor integrates Endpoint Protection Platforms (EPP) and Endpoint Detection and Response (EDR) to detect, analyze, and neutralize threats in real time.
This guide will explain what makes a great XDR vendor and how Seqrite XDR compares to industry benchmarks. It also includes a practical checklist for confidently evaluating your next security investment.
Why Choosing the Right XDR Vendor Matters
Your XDR platform isn’t just another security tool; it’s the nerve center of your threat detection and response strategy. The best solutions act as a central brain, collecting security telemetry from:
Endpoints
Networks
Firewalls
Email
Identity systems
DNS
They don’t just collect this data, they correlate it intelligently, filter out the noise, and give your security team actionable insights to respond faster.
According to industry reports, over 80% of IT and cybersecurity professionals are increasing budgets for threat detection and response. If you choose the wrong vendor, you risk fragmented visibility, alert fatigue, and missed attacks.
Key Capabilities Every Top XDR Vendor Should Offer
When shortlisting top XDR vendors, here’s what to look for:
Advanced Threat Detection – Identify sophisticated, multi-layer attack patterns that bypass traditional tools.
Risk-Based Prioritization – Assign scores (1–1000) so you know which threats truly matter.
Unified Visibility – A centralized console to eliminate security silos.
Integration Flexibility – Native and third-party integrations to protect existing investments.
Automation & Orchestration – Automate repetitive workflows to respond in seconds, not hours.
MITRE ATT&CK Mapping – Know exactly which attacker tactics and techniques you can detect.
Remember, it’s the integration of EPP and EDR that makes or breaks an XDR solution’s effectiveness.
Your Unified Detection & Response Checklist
Use this checklist to compare vendors on a like-for-like basis:
Full telemetry coverage: Endpoints, networks, firewalls, email, identity, and DNS.
Native integration strength: Smooth backend-to-frontend integration for consistent coverage.
Real-time threat correlation: Remove false positives, detect real attacks faster.
Proactive security posture: Shift from reactive to predictive threat hunting.
MITRE ATT&CK alignment: Validate protection capabilities against industry-recognized standards.
Why Automation Is the Game-Changer
The top XDR vendors go beyond detection, they optimize your entire security operation. Automated playbooks can instantly execute containment actions when a threat is detected. Intelligent alert grouping cuts down on noise, preventing analyst burnout.
Automation isn’t just about speed; it’s about cost savings. A report by IBM Security shows that organizations with full automation save over ₹31 crore annually and detect/respond to breaches much faster than those relying on manual processes.
The Seqrite XDR Advantage
Seqrite XDR combines advanced detection, rich telemetry, and AI-driven automation into a single, unified platform. It offers:
Seamless integration with Seqrite Endpoint Protection (EPP) and Seqrite Endpoint Detection & Response (EDR) and third party telemetry sources.
MITRE ATT&CK-aligned visibility to stay ahead of attackers.
Automated playbooks to slash response times and reduce manual workload.
Unified console for complete visibility across your IT ecosystem.
GenAI-powered SIA (Seqrite Intelligent Assistant) – Your AI-Powered Virtual Security Analyst. SIA offers predefined prompts and conversational access to incident and alert data, streamlining investigations and making it faster for analysts to understand, prioritize, and respond to threats.
In a market crowded with XDR solutions, Seqrite delivers a future-ready, AI-augmented platform designed for today’s threats and tomorrow’s unknowns.
If you’re evaluating your next security investment, start with a vendor who understands the evolving threat landscape and backs it up with a platform built for speed, intelligence, and resilience.
Good unit tests have some properties in common: they are Fast, Independent, Repeatable, Self-validating, and Thorough. In a word: FIRST!
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FIRST is an acronym that you should always remember if you want to write clean and extensible tests.
This acronym tells us that Unit Tests should be Fast, Independent, Repeatable, Self-validating, and Thorough.
Fast
You should not create tests that require a long time for setup and start-up: ideally, you should be able to run the whole test suite in under a minute.
If your unit tests are taking too much time for running, there must be something wrong with it; there are many possibilities:
You’re trying to access remote sources (such as real APIs, Databases, and so on): you should mock those dependencies to make tests faster and to avoid accessing real resources. If you need real data, consider creating integration/e2e tests instead.
Your system under test is too complex to build: too many dependencies? DIT value too high?
The method under test does too many things. You should consider splitting it into separate, independent methods, and let the caller orchestrate the method invocations as necessary.
Independent (or Isolated)
Test methods should be independent of one another.
Here, to have Test2 working correctly, Test1 must run before it, otherwise myObj would be null. There’s a dependency between Test1 and Test2.
How to avoid it? Create new instances for every test! May it be with some custom methods or in the StartUp phase. And remember to reset the mocks as well.
Repeatable
Unit Tests should be repeatable. This means that wherever and whenever you run them, they should behave correctly.
So you should remove any dependency on the file system, current date, and so on.
This test is strictly bound to the current date. So, if I’ll run this test again in a month, it will fail.
We should instead remove that dependency and use dummy values or mock.
[Fact]void TestDate_DoIt()
{
DateTime d = new DateTime(2022,7,19);
string dateAsString = d.ToString("yyyy-MM-dd");
Assert.Equal("2022-07-19", dateAsString);
}
There are many ways to inject DateTime (and other similar dependencies) with .NET. I’ve listed some of them in this article: “3 ways to inject DateTime and test it”.
Self-validating
Self-validating means that a test should perform operations and programmatically check for the result.
For instance, if you’re testing that you’ve written something on a file, the test itself is in charge of checking that it worked correctly. No manual operations should be done.
Also, tests should provide explicit feedback: a test either passes or fails; no in-between.
Thorough
Unit Tests should be thorough in that they must validate both the happy paths and the failing paths.
So you should test your functions with valid inputs and with invalid inputs.
You should also validate what happens if an exception is thrown while executing the path: are you handling errors correctly?
Have a look at this class, with a single, simple, method:
publicclassItemsService{
readonly IItemsRepository _itemsRepo;
public ItemsService(IItemsRepository itemsRepo)
{
_itemsRepo = itemsRepo;
}
public IEnumerable<Item> GetItemsByCategory(string category, int maxItems)
{
var allItems = _itemsRepo.GetItems();
return allItems
.Where(i => i.Category == category)
.Take(maxItems);
}
}
Which tests should you write for GetItemsByCategory?
I can think of these:
what if category is null or empty?
what if maxItems is less than 0?
what if allItems is null?
what if one of the items inside allItems is null?
what if _itemsRepo.GetItems() throws an exception?
what if _itemsRepo is null?
As you can see, even for a trivial method like this you should write a lot of tests, to ensure that you haven’t missed anything.
Conclusion
F.I.R.S.T. is a good way to way to remember the properties of a good unit test suite.
In a significant move to bolster cybersecurity in India’s financial ecosystem, the Reserve Bank of India (RBI) has underscored the urgent need for regulated entities—especially banks—to adopt Zero Trust approaches as part of a broader strategy to curb cyber fraud. In its latest Financial Stability Report (June 2025), RBI highlighted Zero Trust as a foundational pillar for risk-based supervision, AI-aware defenses, and proactive cyber risk management.
The directive comes amid growing concerns about the digital attack surface, vendor lock-in risks, and the systemic threats posed by overreliance on a few IT infrastructure providers. RBI has clarified that traditional perimeter-based security is no longer enough, and financial institutions must transition to continuous verification models where no user or device is inherently trusted.
What is Zero Trust?
Zero Trust is a modern security framework built on the principle: “Never trust, always verify.”
Unlike legacy models that grant broad access to anyone inside the network, Zero Trust requires every user, device, and application to be verified continuously, regardless of location—inside or outside the organization’s perimeter.
Key principles of Zero Trust include:
Least-privilege access: Users only get access to what they need—nothing more.
Micro-segmentation: Breaking down networks and applications into smaller zones to isolate threats.
Continuous verification: Access is granted based on multiple dynamic factors, including identity, device posture, location, time, and behavior.
Assume breach: Security models assume threats are already inside the network and act accordingly.
In short, Zero Trust ensures that access is never implicit, and every request is assessed with context and caution.
Seqrite ZTNA: Zero Trust in Action for Indian Banking
To help banks and financial institutions meet RBI’s Zero Trust directive, Seqrite ZTNA (Zero Trust Network Access) offers a modern, scalable, and India-ready solution that aligns seamlessly with RBI’s vision.
Key Capabilities of Seqrite ZTNA
Granular access control It allows access only to specific applications based on role, user identity, device health, and risk level, eliminating broad network exposure.
Continuous risk-based verification Each access request is evaluated in real time using contextual signals like location, device posture, login time, and behavior.
No VPN dependency Removes the risks of traditional VPNs that grant excessive access. Seqrite ZTNA gives just-in-time access to authorized resources.
Built-in analytics and audit readiness Detailed logs of every session help organizations meet RBI’s incident reporting and risk-based supervision requirements.
Easy integration with identity systems Works seamlessly with Azure AD, Google Workspace, and other Identity Providers to enforce secure authentication.
Supports hybrid and remote workforces Agent-based or agent-less deployment suits internal employees, third-party vendors, and remote users.
How Seqrite ZTNA Supports RBI’s Zero Trust Mandate
RBI’s recommendations aren’t just about better firewalls but about shifting the cybersecurity posture entirely. Seqrite ZTNA helps financial institutions adopt this shift with:
Risk-Based Supervision Alignment
Policies can be tailored based on user risk, job function, device posture, or geography.
Enables graded monitoring, as RBI emphasizes, with intelligent access decisions based on risk level.
CART and AI-Aware Defenses
Behavior analytics and real-time monitoring help institutions detect anomalies and conduct Continuous Assessment-Based Red Teaming (CART) simulations.
Uniform Incident Reporting
Seqrite’s detailed session logs and access histories simplify compliance with RBI’s call for standardized incident reporting frameworks.
Vendor Lock-In Mitigation
Unlike global cloud-only vendors, Seqrite ZTNA is designed with data sovereignty and local compliance in mind, offering full control to Indian enterprises.
Sample Use Case: A Mid-Sized Regional Bank
Challenge: The bank must secure access to its core banking applications for remote employees and third-party vendors without relying on VPNs.
With Seqrite ZTNA:
Users access only assigned applications, not the entire network.
Device posture is verified before every session.
Behavior is monitored continuously to detect anomalies.
Detailed logs assist compliance with RBI audits.
Risk-based policies automatically adjust based on context (e.g., denying access from unknown locations or outdated devices).
Result: A Zero Trust-aligned access model with reduced attack surface, better visibility, and continuous compliance readiness.
Conclusion: Future-Proofing Banking Security with Zero Trust
RBI’s directive isn’t just another compliance checklist, it’s a wake-up call. As India’s financial institutions expand digitally, adopting Zero Trust is essential for staying resilient, secure, and compliant.
Seqrite ZTNA empowers banks to implement Zero Trust in a practical, scalable way aligned with national cybersecurity priorities. With granular access control, continuous monitoring, and compliance-ready visibility, Seqrite ZTNA is the right step forward in securing India’s digital financial infrastructure.