Sebastian Raiffen

Revolutionizing Code Security: The SAST and AI Convergence Imagine a world where software vulnerabilities are caught before they ever reach production, saving companies millions in breach-related costs. This isn't a distant fantasy but a pressing need in today's digital landscape, where cyber

Picture a classroom buzzing with excitement as students eagerly tap on tablets, submitting assignments in seconds while their teacher instantly tracks progress with a few clicks. This isn’t a distant dream—it’s a reality for some schools that have embraced well-designed educational apps. Yet, for

Imagine stepping into a bustling airport, desperate for a quick internet connection to check emails or message a loved one. A free Wi-Fi network pops up, bearing a familiar name like "Airport_Guest." Relief washes over as the device connects—unaware that this simple act might hand over personal

Why uptime hides systemic market risk When a handful of cloud and network platforms hiccup, airlines strand travelers, payments stall, and connected devices freeze while status pages still glow reassuring green because the metric called “uptime” rarely aligns with real service continuity across

A Search Box That Starts The Work A routine query now triggers summaries, proposes next steps, and spins up multi‑step workflows that reach across systems many teams rely on every day, collapsing the distance between a question and a result that actually moves work forward. That shift arrived when

Supply chains no longer wait for a morning dashboard, and finance closes now refuse to shuffle between spreadsheets, emails, and approvals because autonomous software agents have started to plan, negotiate, and execute across systems while humans supervise exceptions and tune policy instead of

Software delivery moved so fast that manual checks became a liability, so AI slipped into the pipeline not as garnish but as the engine that keeps velocity high while tightening security controls and documentation under constant audit pressure. Release trains no longer pause for slow gates; they

The Fork in the Road That Breaks Your Release Two “correct” answers can send an AI agent in opposite directions—authorize a refund or deny it, escalate a case or close it—and the difference between those paths can decide compliance exposure, customer trust, and revenue in a single click. When the

Introduction The modern stack hums with automation and dashboards, yet many teams still confuse visible motion with actual progress, mistaking floods of commits and AI-amplified pull requests for meaningful advances in software quality or business results. This misunderstanding creates a costly

In an era where artificial intelligence drives critical decision-making across industries, the challenge of deploying multiple machine learning models efficiently has become a pressing concern for organizations worldwide. With the exponential growth of AI applications, businesses face mounting