Posts for: #engineering

"Your machine learning models will change constantly — data shifts, new features appear, and better architectures emerge. Without a clear versioning strategy, you are one hotfix away from a production mystery you cannot debug; with it, you can roll forward confidently, roll back safely, and actually trust your AI in the wild."

AI agents are starting to act on our behalf in the real world — trading, booking, coding, even touching production systems. When they "go rogue," it is usually not sci-fi evil but very real, very human design mistakes. This post unpacks the main failure modes so you know what to watch for before you hand the keys to your stack over to an autonomous agent.