Extensibility

A decade-spanning food discovery app migrated from Ruby Sinatra to Rails to Django. Lessons on incremental framework migrations and sustaining a single codebase through ecosystem shifts.

Guidelines for architecting modular systems with secure plugin boundaries, stable API contracts, and robust cross-language FFI bindings.

A from‑scratch Git implementation in Rust; exploring content-addressable storage, plumbing/porcelain layering, and high-performance object caching.

A robust Java-based tool engineered for seamlessly organizing and migrating extensive photo collections; featuring rigorous deduplication, automatic metadata preservation, and resumable execution.

An exploration of multimodal video feature extraction comparing Apple-native frameworks (Vision, AVFoundation, Core Image) against cross-platform C++/Python toolchains (OpenCV, pybind11) for ML prep.

Guiding principles for production-ready web apps using 12-factor methodologies; encompassing stateless scaling, durable media handling, robust background processing, CI/CD, and deep observability.