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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. Gateway API Beta Announcement Recently Kubernetes SIG-Network team has announced the v0.5.0 release of Gateway API, Kubernetes Gateway API is graduating to Beta. Why Gateway API It’s a decision you need to take when designing your applications. To discuss this decision is not the goal of this article then I’m sharing the following NGINX Blog post and Webinar with information about this design decision.

Install Invoke-SQLCMD (PowerShell Extensions for SQL Server)

Install invoke-sqlcmd downloading the mentioned Features Packs using the following Microsoft Download link for latest SQL Server® Service Pack 3 (Sep 15, 2021)

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.

How to create SAS (Shared Access Signature) and upload Azure Blob through Azure Storage REST API and native Ansible

This post shows how to use Shared Access Signature Authentication in Ansible using the native REST API, but the concept utilized here can be applied to any language and/or platform. The same SAS procedure/script can be used for any Azure Storage API integration like Tables and Queues.