Kubernetes Adoption in the Next Years

Introduction In recent years, Kubernetes has emerged as a leading platform for container orchestration, revolutionizing the way organizations deploy and manage their applications. As the technology continues to mature, businesses across various industries are increasingly adopting Kubernetes to modernize their infrastructure and accelerate application development. In this article, we will discuss the current state of Kubernetes adoption and examine the trends that will shape its growth in the coming years.

Exploring New Kubernetes Gateway API Class

Kubernetes Gateway API tutorial Kubernetes Gateway API Gateway API is an open source project managed by the Kubernetes Network Special Interest Group (SIG‑NETWORK) community to improve and standardize service networking in Kubernetes. Kubernetes Gateway API is a Kubernetes-native API for configuring API gateways. It is an open-source project that aims to simplify the management of Kubernetes-based API gateways and provide a unified way to configure, manage, and monitor API gateway functionality.

Install Invoke-SQLCMD (PowerShell Extensions for SQL Server)

Invoke-SQLCMD Invoke-Sqlcmd is a PowerShell cmdlet used to execute Transact-SQL (T-SQL) commands or scripts against SQL Server instances. This cmdlet can be used to perform various tasks, such as querying databases, creating tables, or executing stored procedures. To use Invoke-Sqlcmd, you need to have the SQL Server PowerShell module installed on your computer. This module can be installed from the PowerShell Gallery or from the SQL Server installation media. Common error Invoke-sqlcmd : The term ‘Invoke-sqlcmd’ is not recognized as the name of a cmdlet, function, script file, or operable

Keras Ticket Classification

One of amazing things about working with software engineering is the extensive number of opensource APIs available on the web for utilization. Anyone can leverage some complex tool which abstracting any complexity, without a deep knowledge in the area, and then gain some greater knowledge about that complex subject. That was my intention when I spent a couple of weekend exploring Keras. Keras is an highlevel Tensorflow API, as i’m not a data scientist Keras was was a perfect initiation tool to understand how AI/NLP, Neural Networks and CNNs works in practice.

The complete code can be found in the following github repo: TicketActivityClassifier.

That’s another text classification model, using an Neural network Classification doing basic Machine Learning stuff like in the below workflow.