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Insights, tutorials, and career tips from the engineering community
Learn what AI tokens are, how tokenization works, input vs output tokens, context windows, LLM token limits, API costs, and practical token optimization techniques.
Learn what Top-P Sampling is, how Nucleus Sampling works, token probability, Top-P vs Temperature, Top-K sampling, and practical LLM API examples for developers.
Learn what AI model temperature is, how it controls token sampling, low vs high temperature, Top-P comparison, practical examples, and how developers configure LLM APIs.
Portfolio projects that stand out for remote .NET roles: what recruiters scan in 90 seconds, GitHub hygiene, deploy links, and three project archetypes that beat tutorial clones.
Cache-aside, read-through, write-through, and stampede protection for ASP.NET Core at scale: StackExchange.Redis, IDistributedCache, TTL strategy, and invalidation that survives enrollment spikes.
ChatGPT and GitHub Copilot for .NET developers: production-tested prompts for ASP.NET Core APIs, EF Core queries, unit tests, and code review—plus honest limits when AI-generated C# ships to prod.
Ship ASP.NET Core APIs and web apps with confidence: multi-stage Dockerfiles, health checks, environment configuration, and production pitfalls teams actually hit.
From project template to production: design RESTful ASP.NET Core APIs with validation, auth, health checks, and deploy them with Docker or Azure App Service.
How an online academy shipped live class alerts, assignment nudges, and admin broadcasts with ASP.NET Core SignalR—scaling, auth, and failure modes included.
Architecture lessons from a production LMS: bounded contexts, video delivery, progress tracking, multi-tenancy, and why the first version should not be 40 microservices.
Server-side payment integration for Indian and global gateways: order creation, webhooks, idempotency, and PCI scope reduction when using Cashfree and Stripe from ASP.NET Core.
Practical OWASP Top 10 mitigations for ASP.NET Core APIs: injection, broken auth, SSRF, security headers, and verification steps you can implement without a six-month security program.
Build, test, and deploy ASP.NET Core with GitHub Actions: a production-ready workflow with caching, integration tests, security scans, and slot deployment to Azure App Service.
Build RAG applications with ASP.NET Core and Azure OpenAI: ingest LMS course docs, embed with Azure AI Search, and serve grounded answers via minimal APIs—step-by-step with production pitfalls.
A decision framework for .NET shops: where Blazor WebAssembly and Server shine, where React wins the ecosystem, hiring realities, and hybrid patterns that ship.
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