STCLab Blog

As AI-powered bots and agent traffic surge in 2026, this article outlines the key criteria businesses should consider when choosing a bot detection and mitigation solution, along with the leading solutions in the market.

What is Kubernetes Automation? Learn how it helps reduce configuration complexity, improve resource forecasting, and respond faster to traffic spikes.

Based on the 2026 Thales Bad Bot Report, this article analyzes how bot traffic—now accounting for 53% of internet traffic—and the rise of AI bots are impacting e-commerce. It covers retail bot attacks, macros, inventory hoarding, API abuse, and traffic control strategies.

We break down how ticket bots operate—including their three-stage execution model, global regulatory trends (UK & US), limitations of traditional security, and the need for behavior-based detection—backed by data and real-world evidence.

Introducing new features of STCLab BotManager. Strengthen your business protection with a more advanced defense against increasingly sophisticated malicious bots and macro threats—featuring AI Scoring, AI Assistant, and dynamic URL obfuscation.

If your site traffic suddenly spikes, it may not be growth—it could be bots. From abnormal patterns like repeated requests to the same products and consistent 24/7 traffic, to the real impact on revenue and ad performance, this covers what you need to know. We also explore why Marketing tools such as GA4 filtering isn’t enough—and what a more fundamental, detection-based approach looks like.

How can you prevent service downtime caused by traffic surges? Explore the concept and importance of Virtual Waiting Room (VWR) solutions, and compare the top 5 VWR providers in 2026, including NetFunnel, Queue-it, Queue-Fair, CrowdHandler, and Cloudflare.

Social bots can fake engagement and distort public opinion. Explore why behavior-based detection is critical to identify automated traffic and protect trust.