Observability and Cost Control for LLM Apps in .NET
Learn observability and cost control for .NET LLM apps, covering OpenTelemetry GenAI conventions, token tracking, caching, model routing and 429 retries.
10 articles about .NET Aspire: in-depth .NET and AI guides, senior interview questions and AI news on DotNet AI Hub.
Learn observability and cost control for .NET LLM apps, covering OpenTelemetry GenAI conventions, token tracking, caching, model routing and 429 retries.
Microservices architecture with .NET: service boundaries, data ownership, gRPC and messaging, gateways, sagas, outbox, OpenTelemetry, Aspire and eShop.
Learn Dapr for .NET: sidecar architecture, service invocation, pub/sub, state, actors, workflows, Aspire, Azure Container Apps and Kubernetes.
Learn .NET Aspire 13: the AppHost resource model, service defaults, dashboard, Redis and PostgreSQL integrations, testing and deploying with aspire deploy.
Instrument .NET apps with OpenTelemetry: ActivitySource traces, Meter metrics, ILogger logs, OTLP export, sampling, propagation and backends.
Build distributed .NET apps with Microsoft Orleans 10: grains, silos, clustering, persistence, reminders, streams, transactions and placement.
Integration test ASP.NET Core with WebApplicationFactory, real databases via Testcontainers, Respawn resets, auth mocking and Aspire's testing builder.
Ten senior-level interview questions on Aspire's AppHost model, service defaults, testing and deployment, and how it compares to Compose, Dapr and Tye.
Aspire 13.2, released March 23, 2026, turned aspire mcp into aspire agent with skills for AI coding agents and previewed TypeScript AppHosts.
Google DeepMind introduced AlphaGenome in June 2025, a model that reads up to 1 million DNA base pairs to predict how genetic variants affect gene regulation.