Dark Code: The AI-Generated Software Nobody Understands
Dark code is software no human has written, read, or reviewed. As AI tools accelerate, the gap between shipped code and understood code is widening fast.
Posts about ai development
Browse 27 posts in this category
AI Coding Agents Break What Works
AI agents silently modify working systems to force changes through. Three real patterns and the guardrails that catch them.
Looking Back, Looking Ahead: Thoughts on My First Year at Speedscale
When I started at Speedscale, I looked like this: And after one year of learning, growing, keeping pace with innovation well, let’s just say the journey...
Finding the Ghost in the Machine
The industry is rapidly moving towards deeper AI integration than ever before. What was once simply focused on chatbots or recommendation engines has.
AI Agent Is Hitting Your APIs - Are You Ready?
It’s no longer theoretical - artificial intelligence has left research labs and entered production systems, generating a new breed of consumers.
Speedscale: Avoid Regulatory Icebergs with Traffic Replay, and Save Money
It has never been more critical to establish a solid foundation for regulatory compliance. Regulations govern a wide range of functions.
API Security: Validating Auth and Access with Traffic Simulation Starts with Behavior
Security breaches rarely begin with a hidden zero-day exploit or a complex web of escalated hacks.
The Silent API Killer: Data Coupling in Your Tests
In API testing, speed, accuracy, and confidence in test results are everything. Regardless of whether you're validating functionality...
API Staging Is Not Production - But Speedscale Makes It Close
Staging environments are often looked at as the testing ground ahead of the “real” production environment.