Riya Patel's contributions

Learn how to design a simple service gateway for Amazon ECS, including routing, service discovery, private backend services, scaling, and authentication.

Learn how to build and operate a self-managed OpenSearch setup for application search, including cluster architecture, indexing, mappings, integrations, and operational responsibilities.

Learn how to build and operate a self-managed OpenSearch application search system, including cluster architecture, indexing, mappings, and application integration.

Learn how to manage ML-KEM keys and deploy hybrid post-quantum TLS key exchange, including key lifecycles, certificate considerations, and OpenSSL support.

Learn how to preview and migrate to OpenTelemetry Java agent 3.0 defaults, including semantic-convention changes for database metrics, attributes, and messaging traces.

Learn how to evaluate TypeScript 7.1 Beta in an existing project, including new import features, ES2026 settings, compatibility checks, and safe beta installation.

Learn how OpenTelemetry distributed tracing follows requests across serverless functions, propagates trace context, and is configured in an ASP.NET Core application.

Learn how to design a searchable audit trail for AI agent actions, including event schemas, approvals, PostgreSQL storage, and C#-based activity recording.

Learn how to detect source document changes, regenerate affected embeddings, and synchronize vector databases to keep RAG search results accurate.

Learn how to evaluate and choose embedding models for multilingual search, including language coverage, cross-lingual retrieval, mixed-language content, and domain-specific terminology.

Learn how to diagnose and reduce slow ASP.NET Core startup by measuring initialization work, reviewing dependency injection, and handling database and hosted-service delays.

Learn how to detect and investigate memory leaks in long-running .NET worker services using runtime metrics, dotnet-counters, memory dumps, and GC analysis.

Build a RabbitMQ dead-letter message replay tool with ASP.NET Core and C#. Learn to configure queues, preserve message metadata, and safely replay failed messages.

Learn how to evolve event schemas safely in C# messaging systems using compatibility strategies, explicit contracts, optional fields, and versioned events.

Learn how to install, configure, and verify PHP OPcache in Dockerized PHP-FPM applications, including production settings for memory, file changes, and deployment behavior.

Learn how SQLite FTS5's trigram tokenizer accelerates partial-word and substring searches with LIKE and GLOB, including limitations for short search terms.

Learn how MongoDB Queryable Encryption enables supported queries on client-encrypted fields, including key management, client-side encryption, and query limitations.

Learn how Snowflake Data Clean Rooms enable governed analysis across organizations without exposing raw records, including collaboration roles, use cases, and privacy controls.

Learn how to use Django's async ORM safely and handle database transactions in async views by moving atomic operations into synchronous functions.

Learn how HTTP 103 Early Hints lets browsers preload critical resources before the final response, and when it can improve page-loading performance.

Learn how to use the browser Navigation API to build SPA routing and handle Back and Forward navigation while keeping URLs and application state synchronized.

Learn how Declarative Shadow DOM lets servers render Web Component shadow trees in HTML before client-side JavaScript runs.

Learn how to use Java Flight Recorder to capture a running JVM, identify monitor and thread-parking contention, and investigate performance bottlenecks.