What Does “AI-Powered” Really Do in Enterprise Firewalls?
I keep seeing AI-powered firewalls treated as their own category, but I'm trying to understand what the AI actually does in production that traditional rules, signatures, IDS/IPS, and…
anomaly detection
What Are Some Realistic Final-Year CS Projects for a Team of Five Using Web Development and AI?
We're a team of five computer science students planning our final-year project. We're comfortable with frontend and backend development and have some basic experience with AI and machine…
What’s the best way to investigate unexpected Azure cost increases?
I'm looking for a practical way to investigate sudden changes in Azure spending beyond basic Cost Management alerts. What tools, dashboards, or processes do you use to identify…
How do you catch failures in things nobody thought to monitor?
We spend a lot of time tuning alerts and reducing false positives, but the more worrying problem is the opposite: systems failing without any monitoring at all. A…
How can I prevent skyrocketing costs with AWS Lambda?
I'm facing a huge challenge with my AWS Lambda setup. We launched a Lambda-powered API for real-time AI image processing, which worked great initially thanks to its auto-scaling…
How Can I Avoid Huge Surprise AWS Bills from Misconfigured Lambdas?
I recently faced a shocking $3,200 AWS bill after a misconfigured Lambda function created an event loop when processing data to S3. The Lambda continuously triggered itself, running…
How can I set up a weekly billing estimate alert?
I'm looking for a way to receive a cost estimate for my Azure billing on a weekly basis. Last month, we had a huge bill due to some…
What Can I Do With My Prometheus Data Beyond Just Dashboards and Alerts?
Hey everyone! I'm currently working as a network developer at a growing ISP and have set up robust monitoring with Prometheus. I've created custom exporters for a variety…