Kubernetes RBAC and service account security

Kubernetes RBAC (Role-Based Access Control) restricts cluster access by user, group, or service account. Roles define permissions within a single namespace using rules with apiGroups, resources, and verbs. ClusterRoles apply cluster-wide. RoleBindings

Laravel API resources for JSON transformation

API resources transform Eloquent models into JSON responses with full control over structure and data exposure. I create resource classes that extend JsonResource and define a toArray() method returning the desired JSON structure. Resources hide sensi

Modern CSS features: container queries and :has() selector

Container queries enable responsive components based on container size using @container at-rule. I set container-type: inline-size to create query containers. The @container (min-width: 400px) queries container width instead of viewport. Named contain

Performance profiling with rack-mini-profiler and tools

rack-mini-profiler reveals performance bottlenecks in Rails apps. It displays database queries, rendering time, memory allocation on every page. I use Flamegraphs to visualize where time is spent. Memory profiling identifies allocation hotspots. Query

Docker containerization for Spring Boot

Docker packages Spring Boot applications with dependencies into portable containers. Multi-stage builds optimize image size—build stage compiles code, runtime stage contains only necessities. I use official OpenJDK base images. Layered JARs improve ca

JavaScript classes and prototype-based inheritance

JavaScript classes provide syntactic sugar over prototype-based inheritance using class keyword. I define constructors with constructor() method for initialization. Using extends creates subclasses that inherit from parent classes. The super keyword c

Laravel queues for background job processing

Queues offload time-consuming tasks to background workers, keeping web requests fast. I create job classes that implement the ShouldQueue interface and define a handle() method. Jobs are dispatched with dispatch() or Job::dispatch() and run asynchrono

JSON encoding and decoding with Codable

Codable protocol combines Encodable and Decodable for seamless JSON conversion. Swift structs and classes conforming to Codable automatically synthesize encoding/decoding logic when all properties are Codable. JSONEncoder converts Swift types to JSON

Coordinator pattern for navigation flow

The Coordinator pattern separates navigation logic from view controllers, promoting reusability and testability. Coordinators own navigation controllers and decide which screens to show based on user actions. Each flow (onboarding, main, settings) has

Foreign Data Wrappers for external data access

Foreign Data Wrappers (FDW) query external data sources as tables. I use postgresfdw for remote PostgreSQL databases. filefdw reads CSV files. mysql_fdw connects to MySQL. Understanding FDW limitations prevents surprises. Predicates push down to remot

Rate limiting and API throttling

Rate limiting prevents API abuse and ensures fair resource usage. I implement rate limiting using Bucket4j for token bucket algorithm or Redis for distributed scenarios. Limits apply per user, IP, or API key. HTTP 429 (Too Many Requests) indicates lim

Terraform basics: providers, resources, and state

Terraform is an infrastructure as code (IaC) tool that provisions cloud resources declaratively. Configuration files use HCL (HashiCorp Configuration Language). The provider block configures cloud providers like AWS, GCP, or Azure. resource blocks def