Microsoft has recently announced new certification exam tracks for Azure Administrators, Developers and Architects. Here are the line ups that should help you move your career with right certifications. The three new Microsoft Azure Certifications are: Microsoft Certified Azure Developer Microsoft Certified Azure Administrator Microsoft Certified Azure Architect These certifications would essentially split the previous… Continue reading
Category: Emerging Technologies
Emerging technologies include a variety of technologies such as educational technology, information technology, nanotechnology, biotechnology, cognitive science, psychotechnology, robotics, and artificial intelligence.
Async LLM Patterns: Building High-Throughput AI Applications
Introduction: LLM APIs are inherently slow—even fast models take hundreds of milliseconds per request. When you need to process multiple prompts, make parallel API calls, or handle high-throughput workloads, synchronous code becomes a bottleneck. Async patterns let you overlap I/O wait times, dramatically improving throughput without adding complexity. This guide covers practical async patterns for… Continue reading
LLM Rate Limiting: Maximizing API Throughput Without Getting Throttled
Introduction: LLM APIs have strict rate limits—requests per minute, tokens per minute, and concurrent request limits. Hit these limits and your application grinds to a halt with 429 errors. Effective rate limiting isn’t just about staying under limits; it’s about maximizing throughput while maintaining reliability. This guide covers practical rate limiting patterns: token bucket algorithms… Continue reading
Embedding Fine-Tuning: Training Custom Embeddings for Domain-Specific Retrieval
Introduction: Off-the-shelf embedding models work well for general text, but domain-specific applications often need better performance. Fine-tuning embeddings on your data can dramatically improve retrieval quality—turning a 70% recall into 90%+ for your specific use case. The key is creating high-quality training data that teaches the model what “similar” means in your domain. This guide… Continue reading
Introduction to NDepend : Static Code Analysis Tool
As a developer, you always have to take the pain of getting adapted to the best practices and coding guidelines to be followed as per the organizational or industrial standards. Easy way to ensure your coding style follows certain standard is to manually analyze your code or use a static code analyzer like FxCop, StyleCop… Continue reading
Query Routing: Intelligent Request Distribution for Cost-Efficient AI Systems
Introduction: Not all queries are equal—some need fast, cheap responses while others require deep reasoning. Query routing intelligently directs requests to the right model, index, or processing pipeline based on query characteristics. Route simple factual questions to smaller models, complex reasoning to GPT-4, and domain-specific queries to specialized indexes. This approach optimizes both cost and… Continue reading