Technology
Generate Synthetic Data to Build Robust Machine Learning Models in Data Scares Scenario
Explore statistical approaches to transform experts knowledge into data with practical examples Introduction Machine learning models need to be trained on sufficient, high-quality data that will recur in the future to make accurate predictions. Generating synthetic data is a powerful technique to address various challenges, especially when real-world data is inaccurate or insufficient for model […]
Why You’re Not Getting Hired in Cybersecurity In 2025
Don’t Waste Time on These Things in Cybersecurity Cybersecurity is and will remain one of the most important industries in the world Yet countless professionals and aspiring newcomers are stuck, frustrated, and jobless. They’ve collected certifications. They’ve submitted dozens (sometimes hundreds) of job applications. They’ve watched endless YouTube videos and bootcamps. And still… nothing. If […]
Dissecting Browser-Use: A Panoramic View of AI Agents and Browser Automation
Browser-Use + Browser + LLM Model= Browser Automation Imagine having a digital assistant that can surf the web, fill out forms, scrape data, and even tackle those annoying captchas — all powered by AI. That’s the vibe of browser-use, an open-source framework that’s taken the tech world by storm since its debut in June 2025. With […]
The Importance of Stabilizing Identity in Automation Systems
In cloud automation, subtle missteps in identity management can lead to serious deployment challenges. One of the most common traps occurs when automation systems rely on unstable references to the current identity context. This issue cuts across tools like Ansible, Terraform, and Bicep, and often manifests when identity is treated as a transient state — […]