OpenTelemetry offers flexible observability in distributed systems, this post looks at how to integrate multiple data sources when connected and disconnected from the internet.
This post discusses the security risks of using Docker build-time arguments to pass secrets, and suggests alternative methods for handling secrets securely.
How to manage multiple independent python projects, with different dependencies, inside Visual Studio Code.
Apache spark monitoring using OpenTelemetry
Deploy Azure Logic App Consumption with Managed Identity using Terraform by leveraging azapi_resource and ARM templates. This setup enables secure authentication without manual credential management.
This blog post explores the development and evaluation of an AI assistant that converts natural language into robotic code.
Azure Machine Learning is known for training and deploying models, but can also be used for running experiments. This blog post will show us how we have implemented our Evaluation platform on Azure Machine Learning.
A synopsis of our key learnings and findings from using Semantic Kernel.
In the dynamic world of AI and data science developing production-level solutions for corporate environments comes with its own set of challenges and lessons. As a data science team working within Microsoft, we recently completed an engagement for a large company where we leveraged cutting-edge technologies, including OpenAI tools, GPT-4o for gener...
This post examines the challenges of adopting complex technologies like LangChain and agentic solutions in production environments, emphasizing the importance of understanding the necessity of such complexity. It provides insights on how to evaluate these technologies carefully, manage dependencies, and adhere to best practices for secure and stabl...
