Browse through all our articles and discover insights on technology, software engineering, AI, and industry trends.
Learn how to architect, implement, and operate a production‑grade agent harness in ASP.NET Core using Semantic Kernel, MCP, and Azure services – the five‑layer approach that scales.
Learn how to embed evaluator‑driven release gates into your .NET CI/CD flow, ensuring LLM updates meet accuracy, safety, and latency standards before they hit production.
Explore a production‑grade NVIDIA NOOA vs LangChain comparison, covering architecture, performance, Azure integration, and real‑world .NET use cases for agentic AI.
Learn how to fine‑tune ASP.NET Core connection pooling to crush latency spikes in ticket‑booking workloads, avoid leaks, and keep real‑time seat allocation reliable.
Learn a practical decision framework for .NET teams to pick fine‑tuning, prompt engineering, or Retrieval Augmented Generation. Reduce risk, control cost, and hit latency targets.
Learn why T-shaped skills for engineering managers are essential, how to assess and grow them, and real‑world tactics to turn theory into high‑velocity teams.
Explore the real‑world trade‑offs of Azure OpenAI Service vs GPT‑4 API for .NET microservices, with cost, performance, security, and production‑ready patterns.
Explore why depth vs breadth goals for software engineers shape career growth, learn how to balance specialization and generalization, and get a production‑ready roadmap.
Learn how to slash Azure OpenAI spend in .NET services with proven caching, model‑shrinking, and routing patterns—real‑world code, metrics, and a 60% cost‑cut case study.
Learn how to build a production‑grade Multi‑Tenant KV‑Cache Layer in ASP.NET Core, covering tenant isolation, Redis clustering, batching tricks, and cost‑optimization for inference workloads.
Learn how to build a production‑grade guardrail service for LLM features with ASP.NET Core and Kubernetes, covering policy engines, scaling, red‑team integration, and observability.
Learn how to harden Azure OpenAI authentication and scale a .NET Retrieval‑Augmented Generation service for production, with real‑world code, architecture, and cost tips.
Explore the Sliding Window vs Fixed Window Rate Limiting Performance trade‑offs in high‑throughput systems, with real‑world code, scaling tips, and production pitfalls.
A security review of MockEvalio found admin auth silently broken, a cross-tenant data leak, and a hardcoded key that traced straight back to the project's second commit, five months earlier.
Discover production‑ready patterns for Semantic Kernel in Python—prompt caching, context engineering, and hybrid integration with LangChain—to cut costs and boost reliability.
Explore the architectural trade‑offs, performance nuances, and .NET integration strategies of Semantic Kernel vs LangChain to make informed engineering decisions.
I tested MockEvalio's new Stripe checkout end-to-end — real test card, real webhook signature. Three hours later, the buttons meant to get someone there were silently broken.
A deep dive into architecting a production‑grade Healthcare Document Processing Pipeline—covering AI extraction, FHIR integration, vector search, and compliance at scale.
I built a complete system to measure whether MockEvalio's AI evaluator is accurate — comparison logic, deviation thresholds, a calibration worker, an admin dashboard. I never built the one piece that would let it run.
Explore a production‑grade design for a real-time shipment tracking platform, covering scalable state management, event‑driven pipelines, and Azure‑native microservices.