
Blog

Why Most AI Side Projects Fail — A Developer’s Perspective
Explore why many AI side projects collapse despite strong ideas. Learn how data issues, weak architecture, poor evaluation, and high maintenance demands lead developers to abandon promising tools.
Machine learning for safety and compliance in online gaming platforms

How Cloud Breaches Actually Happen from an Engineering Perspective

4 Cybersecurity Roles You Can Outsource Instead of Hiring In-House
Next-Generation Hardware

How to Choose a SERP API for Your SEO Platform
What to look for when evaluating a SERP API for an SEO platform. The necessary features that separate a reliable provider from an unstable one. The red flags that suggest a vendor will not scale with your product

How to Build the Right Recommendation System in Your App

How to Keep Your AI Agent “Unblocked”: Tutorial + Example
How to enable your agents handle CAPTCHAs, paginate reliably. Best practices to keep your AI agent ethical.
SERP API Pricing: What Matters for AI Agents
How SERP API pricing works Show you a SERP API pricing comparison When to consider Fast SERP options for low-latency needs