All you need to know about Microsoft Azure Stack(Azure on On-Premises

Typically it is a hype among people that if a product comes from Microsoft, it needs to be criticized and thinking Microsoft would only be promoting their products with Azure. That’s not right and I would say we are being judgmental without even looking at the capabilities on Microsoft Azure. Microsoft Azure the prime competitor […]

Read more →

Gartner: Magic Quadrant for Cloud IaaS, Worldwide

As per Gartner Worldwide Cloud IaaS Spending to Grow 32.8% in 2015. The new Gartner Magic Quadrant for Cloud IaaS report released on May 2015 places IaaS companies under the following categories: Leaders: Amazon AWS and Microsoft  Challengers: Unfortunately there are no challengers for Amazon/Microsoft as per the report.  Visionaries: Google, VMWare, CenturyLink, IBM SoftLayer […]

Read more →

Microsoft Developer Program for IoT & Windows 10 IoT Core Insider Preview

Microsoft has introduced a new developer program to enable the developers working on Internet of Things(IoT) based implementations.  As part of this program developers would be able to try out – Windows 10 IoT Core Insider Preview. If you are an enthusiast working on IoT, you can signup @ https://www.windowsondevices.com/signup.aspx allows you to be early […]

Read more →

LLM Cost Optimization: Caching, Routing, and Compression Strategies

Introduction: LLM costs can spiral quickly in production systems. A single GPT-4 call might cost pennies, but multiply that by millions of requests and you’re looking at substantial monthly bills. The good news is that most LLM applications have significant optimization opportunities—often 50-80% cost reduction is achievable without sacrificing quality. The key strategies are semantic […]

Read more →

Conversation State Management: Building Context-Aware AI Assistants

Introduction: Conversation state management is the foundation of building coherent, context-aware AI assistants. Without proper state management, every message is processed in isolation—the assistant forgets what was discussed moments ago, loses track of user preferences, and fails to maintain the thread of complex multi-turn conversations. Effective state management involves storing conversation history, extracting and persisting […]

Read more →