Azure Redis Cache, a secure data cache based on Open source Redis Cache, which will provide you a fully managed/serviced instance from Microsoft. Means you don’t have to bear the burden of managing the server/software patches etc.. What is Redis Cache? Redis is an open source (BSD licensed), in-memory data structure store, used as a […]
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LLM Monitoring and Alerting: Building Observability for Production AI Systems
Introduction: LLM monitoring is essential for maintaining reliable, cost-effective AI applications in production. Unlike traditional software where errors are obvious, LLM failures can be subtle—degraded output quality, increased hallucinations, or slowly rising costs that go unnoticed until the monthly bill arrives. Effective monitoring tracks latency, token usage, error rates, output quality, and cost metrics in […]
Read more →Back to Basics : Singleton Design Pattern using System.Lazy type
This article takes you to a simpler/alternative approach in making a Singleton Design Pattern implementation using System.Lazy class rather that using our traditional approach. Singleton Design Pattern implementation without lazy initialization: This code is thread safe enabled This approach ensures that only one instance is created and only when the instance is needed. Also, the […]
Read more →LLM Response Streaming: Building Real-Time AI Experiences
Introduction: Streaming LLM responses transforms the user experience from waiting for complete responses to seeing text appear in real-time, dramatically improving perceived latency. Instead of staring at a loading spinner for 5-10 seconds, users see the first tokens within milliseconds and can start reading while generation continues. But implementing streaming properly involves more than just […]
Read more →Visual Studio 2013 – Update 2 is available
Microsoft has released the latest update for Visual Studio 2013 with major improvements including support for developing Universal apps for Windows 8.x, Win Phone, and XBOX. Here are the list of improvements included as part of the release(lending from Visual Studio team blog): Visual Studio 2013 Update 2 has many new capabilities as well as […]
Read more →Microsoft Dev Camps in Hyderabad – Register Now
Great news.. Date: September 20, 2013 Time: 08:30 am – 06:00 pm Venue: Regenta One, 115/1, ISB Road, Financial District, Nanakramguda, Gachibowli, Hyderabad – 500 032 Agenda TIME Session 08:30 am – 10:00 am Registration & Tea 10:00 am – 10:45 am Welcome Keynote 10:45 am – 11:45 am Windows 8 Platform Overview 11:45 am […]
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