4 min read
Deploying and Scaling AI Models on Azure Container Apps
A hands-on guide to containerizing, deploying, and auto-scaling AI inference workloads on Azure Container Apps with GPU support, model caching, and cost optimization.
THE NOTEBOOK / 29 POSTS
Things I’ve learned.
Ideas, experiments, and lessons from the work.
On building software, understanding systems, and staying curious.
4 min read
Prompt Engineering Patterns for Production-Grade LLM Applications
Systematic patterns for crafting reliable prompts in production, from structured output enforcement to multi-step reasoning and guardrail strategies.
3 min read
Building RAG Applications with Azure AI Search and Semantic Kernel
A practical guide to implementing Retrieval-Augmented Generation using Azure AI Search as the vector store and Microsoft Semantic Kernel for intelligent orchestration in .NET.
2 min read
Use Claude Code with Different Providers
Configure Claude Code with different AI providers. Access free and paid models including Gemini, OpenAI, and Groq.
3 min read
Is Chess960 Actually Fair? Breaking Down the Numbers
Is Chess960 actually fair? Analysis of all 960 starting positions using Stockfish 18 reveals hidden first-move advantages.
1 min read
Building Multi-Platform Docker Images (amd64 & arm64) the Right Way
Build multi-platform Docker images for amd64 and arm64 architectures using Docker Buildx and BuildKit for modern CI/CD pipelines.
2 min read
Top 5 JWT Authentication Mistakes in .NET APIs
Avoid the top 5 JWT authentication mistakes in .NET APIs. Secure your tokens against forgery, replay attacks, and weak signing secrets.
1 min read
Redis Caching Strategies: When Caching Becomes a Problem
Optimize Redis caching strategies to avoid common pitfalls. Prevent cache stampede, serialization issues, and stale data bugs.
1 min read
Modular Monolith: Scaling Without Microservices
Scale applications with modular monolith architecture. Achieve microservices-like domain separation without operational complexity.
1 min read
Containerization Mastery: Dockerizing .NET Core Applications for Global Distribution
Dockerize .NET Core applications for consistent deployment across environments. Containerization best practices with Dockerfile examples.
1 min read
Personal Branding: Orchestrating a GitHub Profile-Level README
Create a GitHub profile-level README to showcase your developer portfolio. Personal branding guide for GitHub discoverability.
2 min read
Modern Security Architecture: JWT Authentication and Password Hashing in .NET Core with MySQL
Implement JWT authentication and password hashing in .NET Core with MySQL. Build stateless identity management with secure token-based auth.
1 min read
Interactive Documentation: Integrating Swagger UI in ASP.NET Web API
Integrate Swagger UI in ASP.NET Web API for interactive API documentation. Enable live endpoint testing from the browser.
1 min read
Architecting Secure APIs: Implementing OAuth 2.0 Authorization in ASP.NET Web API
Implement OAuth 2.0 authorization in ASP.NET Web API. Secure your APIs with token-based authentication using OWIN middleware.
1 min read
Frictionless Security: Implementing Invisible reCAPTCHA in ASP.NET Web Forms
Implement invisible reCAPTCHA in ASP.NET Web Forms for bot protection without compromising user experience.
1 min read
Syntactic Sugar: Navigating Object Hierarchies with the Null-Conditional Operator
Navigate object hierarchies safely in C# using the null-conditional operator. Prevent NullReferenceException with clean syntactic sugar.
1 min read
NoSQL Foundations: Mastering MongoDB Integration in .NET
Master MongoDB integration in .NET. Learn document-oriented NoSQL database fundamentals with BSON data modeling and CRUD operations.
1 min read
Performance Optimization: High-Efficiency Caching in ASP.NET Web API 2
Optimize ASP.NET Web API performance with server-side caching. Implement response caching for reduced latency and improved throughput.
2 min read
Advanced Web Scraping: Parsing HTML with HtmlAgilityPack
Parse HTML and scrape web data in .NET using HtmlAgilityPack. Handle malformed HTML with XPath and LINQ selectors.
1 min read
Streamlining Object Mapping: Leveraging AutoMapper in .NET
Streamline object mapping in .NET with AutoMapper. Automate DTO to ViewModel transformations using convention-based mapping.
1 min read
Security Foundations: Cryptographic Hashing Algorithms in .NET
Learn cryptographic hashing algorithms in .NET for secure password storage. Compare MD5, SHA, and bcrypt for credential security.
1 min read
Automated Communication: Sending Emails via SMTP in .NET
Send automated emails via SMTP in .NET using SmtpClient. Configure Gmail SMTP with App Passwords for secure email communication.
1 min read
Aggregating Content: Consuming RSS Feeds in .NET
Consume and parse RSS feeds in .NET using LINQ to XML. Build news aggregators and content dashboards with XDocument.
1 min read
Efficient Data Paging with LINQ: Skip and Take Strategies
Implement efficient data paging in .NET using LINQ Skip and Take operators for large-scale dataset pagination with minimal latency.
1 min read
Elevating Object Validation with FluentValidation in .NET
Elevate your .NET validation with FluentValidation. Create clean, testable validation rules using fluent interface and lambda expressions.
1 min read
Java Stream API: A Paradigm Shift for LINQ Developers
A comprehensive guide for C# developers transitioning to Java Stream API. Compare LINQ operators with Java Stream operations.
1 min read
Implementing Attribute Routing in .NET Web API
Implement attribute routing in .NET Web API for cleaner, more expressive RESTful URIs with parameter constraints and route prefixes.
1 min read
Mastering LINQ Projections: Select vs. SelectMany
Master LINQ projections with Select vs SelectMany operators. Learn the differences between one-to-one and one-to-many data transformations.
2 min read
Advanced JSON Deserialization Strategies using Newtonsoft.Json
Learn advanced JSON deserialization strategies using Newtonsoft.Json in .NET, including POCO modeling, custom converters, and strongly-typed data mapping.