Computer Vision Edge Deployment Guide
Deploy computer vision models to edge devices with ONNX Runtime, TensorRT optimization, model pruning, and hardware-accelerated inference pipelines.
FluxCD GitOps Kubernetes Continuous Delivery
Implement continuous delivery for Kubernetes with FluxCD using GitOps source controllers, Helm releases, and automated image updates.
Micronaut Framework Microservices Guide
Build cloud-native microservices with Micronaut using compile-time dependency injection, GraalVM native images, and sub-second startup times.
React Native New Architecture Guide
Migrate to React Native New Architecture with Fabric renderer, TurboModules, and JSI bridge for synchronous native module access and improved rendering.
DuckDB Analytics Embedded Database Guide
Perform high-performance analytics with DuckDB embedded database using columnar storage, Parquet integration, and Python/Node.js bindings.
Kubernetes RBAC Security Best Practices
Implement least-privilege Kubernetes RBAC security with Roles, ClusterRoles, service account hardening, and audit logging for production clusters.
Web Components Native Standards Guide
Build framework-agnostic UI components using native web components standards with Custom Elements, Shadow DOM, HTML templates, and slot-based composition.
Strangler Fig Pattern Legacy Modernization
Modernize legacy systems incrementally with the strangler fig pattern using API gateway routing, parallel running, and feature flag strategies.
AI Model Quantization Optimization Guide
Deploy AI models efficiently with INT8/INT4 quantization techniques including GPTQ, AWQ, and GGUF formats for production inference optimization.