Ben and Ryan are joined by Robin Gupta for a conversation about benchmarking and testing AI systems. They talk through the lack of trust and confidence in AI, the inherent challenges of nondeterministic systems, the role of human verification, and whether we can (or should) expect an AI to be reliable.
Syed Hamid, founder and CEO of no-code test automation platform Sofy, joins Ben and Ryan to talk about scriptless automation, why his platform targets mobile app developers, and what he learned in nearly two decades at Microsoft.
One test case, not one test assertion.
We neglected unit tests for a long time because our code base made them difficult. But now we're putting in the work to change that.
When rewriting software in a new language, how do you test that your new and old programs do the same thing?
How you can debug the APIs that you consume but don't own.
Which dependencies should be present in your code base? This article suggests an answer to that question.
Deep learning models still need testing, but many of the common testing approaches don't apply. But with the right methods, you can still make sure your pipeline produces good results.
If you’re building a new app today, it might be worth taking a closer look at making it cloud-native and using Kubernetes from the jump. The effort to set up Kubernetes is less than you think. Certainly, it’s less than the effort it would take to refactor your app later on to support containerization.
