Riya Patel's contributions

Learn how React Server Components can expose data through client props and how to limit serialized data, enforce server-only modules, and protect sensitive information.

Learn how to scan container images, generate SBOMs with Trivy, sign images, and verify signatures in a CI/CD pipeline before deployment.

Learn how to implement the transactional outbox pattern in .NET to keep database changes and broker messages consistent, including background processing, retries, and duplicate delivery.

Learn how to measure Apache Kafka consumer lag, interpret throughput and partition limits, and identify consumer bottlenecks before scaling.

Learn how Google’s Developer Knowledge API and MCP server provide AI tools with current, grounded Google documentation through search, retrieval, and answer queries.

Learn how Palantir Foundry Global Branching supports TypeScript v2 and Python functions for testing Ontology, function, and Workshop changes together before merging.

Learn how Chrome Connection Allowlists use the Connection-Allowlist HTTP header to restrict network destinations and strengthen web application security.

Learn how Selenium 4.51 removes Guava Function from ExpectedCondition and how to update Java Selenium wait helpers for compatibility.

Learn how to prevent duplicate ASP.NET Core API operations with idempotency keys, durable EF Core storage, request hashes, and database uniqueness constraints.

Learn how to log and inspect Entity Framework Core SQL queries in ASP.NET Core using logging categories and LogTo, while avoiding exposure of sensitive data.

Learn how Google Cloud Spanner Graph uses GQL and native graph algorithms for centrality, community detection, similarity, and path analysis on connected data.

Learn how Cloud Spanner now applies mutation limits per DML statement in read-write transactions, along with remaining transaction-size constraints and Java implementation guidance.

Learn how Google Cloud Memorystore for Valkey 9.1 improves cache throughput, I/O processing, access controls, and commands, and how to interpret its performance claims.

Learn to collect and analyze .NET process dumps with dotnet-dump and SOS to investigate memory growth, retained objects, thread state, and production failures.

Model C# union-style API results with records and serialize them using System.Text.Json polymorphism in ASP.NET Core minimal APIs.

Build a controlled .NET AI agent harness with Microsoft.Extensions.AI, including tool calling, conversation history, cancellation, error handling, and bounded execution.

Learn how to use Google Cloud Spanner transactions to persist workflow state and queue messages atomically, with worker leases, retries, and idempotent external actions.

Learn how Google Cloud's Lakehouse runtime catalog uses Spanner and the Apache Iceberg REST Catalog API to provide consistent, scalable metadata management for shared lakehouse tables.