Welcome to CodeToClarity, a publication dedicated to demystifying modern software engineering, .NET architecture, AI systems, and the principles that help developers write resilient software.
Master the architectural differences between LLMs and AI agents. Learn ReAct loops, tool calling, multi-tier memory, compounding errors, and when to build which.
Master PostgreSQL indexing internals with EF Core 9. Learn when to use B-Tree, GIN, and BRIN indexes, covering indexes, and how to prevent table bloat.
Shrink .NET Docker container images from 450MB to 48MB using multi-stage builds and Ubuntu Chiseled containers. Eliminate CVEs and master non-root security.
Master HybridCache in .NET 9. Learn two-tier L1/L2 caching with Redis, built-in stampede protection, tag invalidation, and custom serialization with benchmarks.
Master the 8 core non-functional requirements (NFRs): availability, latency, scalability, durability, consistency, modularity, configurability, and resiliency.
Master the 5 pillars of production API design: resource interfaces, paradigm selection (REST vs GraphQL vs gRPC), relational modeling, evolution, and rate limiting.
Demystify the four core network routing components. Learn the architectural differences, Layer 4 vs Layer 7 traffic flow, and when to use each in production.
Full-Stack .NET Developer & Technical Writer
I build scalable backend systems, explore AI workflows, and write guides that break down complex engineering concepts into clear, actionable understanding. CodeToClarity is my platform for turning production insights into accessible knowledge for developers.
