AI Quality Does Not Scale Without Trained Humans
Over the last year, at Testlio, we have upskilled more than 600 testers in our global community to test AI-powered applications.
Systems | Development | Analytics | API | Testing
Modern Software Development For Today's Systems & Applications
Managing the Chaos: How AI Gateways Enable Scalable AI Connectivity
AI connectivity is enterprise infrastructure that governs, secures, routes, observes, and optimizes all AI interactions—providing the control layer organizations need to transform experimental AI into production-ready systems.
Now is the Time for Higher Education Institutions to Master Data Lineage
In today's state, local, and education (SLED) environments—especially higher education—budgets are under constant scrutiny, and the demand for data excellence is constant. That means doing more with fewer resources. One high-impact change to your data workflows that can transform the quality of your data and AI while lowering costs is automating and documenting data lineage.
Katalon Product Roundup | February 2026
February introduces practical improvements across Test management, TestCloud, and TrueTest that help teams move faster while maintaining better control over testing operations. Here's what we have released.
Best PAM Solutions for Mid-Size Teams in 2026
Privileged access management has a reputation problem. Nearly one in two IT leaders describes PAM implementation complexity as a top challenge. For enterprises with dedicated security engineering teams and six-figure budgets, that complexity is manageable. For everyone else, it is the reason PAM projects stall, get deprioritized, or never start at all. If you are part of a security team of two to ten people, or an IT leader at a mid-size company that needs to protect privileged credentials without running a multi-month deployment, this guide is for you.
Prompt, Deploy, Pray Is Dead: Validating AI Code with Proxymock
Recent outages tied to AI-assisted code changes have pushed companies into a corner. After several incidents with massive “blast radius” impacts, organizations like Amazon introduced stricter controls—mandating that senior engineers manually review all AI-generated code before it hits production. That response makes sense on paper, but it exposes a fatal flaw in the modern development pipeline.
Building a Django Chat App with WebSockets
Django is well known for being used to develop servers for HTTP connections and requests for applications. Unfortunately, when building Django chat app or any chat app that requires the connection to remain open for a two-way connection, using an HTTP connection is inefficient. WebSockets provide a means of opening a two-way connection between the client and the server so that all users connected to the open network can get related data in real time.
What is Regression Testing? Definition, types, and tools
Regression testing is a software testing process that ensures your existing features, designs, and dependencies continue to work as expected after changes or updates are made to your codebase. It detects unintended bugs or breaks introduced by modifications like new features, bug fixes, or configuration changes. Each new change introduces a risk of breaking existing functionality, potentially causing shipping delays or launch postponements.
Upcoming Linux updates in April 2026
An outdated build environment can slow down your team, introduce security risks, and cause hard-to-debug issues. With our upgraded Linux stacks, you get a faster, more secure, and fully maintained build environment: so your team can focus on shipping great apps, rather than managing infrastructure.
Stryker Cyberattack: The Enterprise Security Gaps That Just Exposed a Global Healthcare Giant?
A $25 billion Fortune 500 medical device company, Stryker, was targeted by an Iran-linked hacker group that claimed to have wiped over 200,000 servers, mobile devices, and other systems, forcing the company to shut down offices in 79 countries. The medical technology industry has been hit hard by this huge problem. It's a stark warning that even the largest names in the business world can be hit by clever wiper malware.