As cloud adoption became the norm, we started witnessing the rise of the hybrid cloud where companies used both private and public cloud. However, the cloud environment is now becoming increasingly complicated with applications and services distributed across multiple public clouds, and the overall strategy is ‘mix and match.’

Over the past several years, the MEAN stack has continuously gained popularity among full stack developers. An increasing number of developers are joining the bandwagon specifically because it’s an all Javascript stack, with Javascript being used at each layer.

While Artificial Intelligence (AI) is booming on GPUs, building a Machine Learning (ML) infrastructure remains a complicated process. Deep Learning (DL) and ML have resulted in innovative hardware. However, developing applications on such an advanced infrastructure is complex.

DevOps is a software development approach that combines development and IT operations to ensure faster delivery by bridging the communication gap between the two departments. Using the DevOps approach, development and IT teams work in collaboration throughout the product development life cycle from design and development to delivery and support.

Gone are the days when testing was considered as an optional part of product development. Now, every company tests products rigorously before delivering them to the client so that there are no issues. It has become essential to test each functionality of products while they are being developed to avoid business losses.