Niharika Gupta's contributions

Build robust agentic QA pipelines in .NET. Separate AI reasoning from deterministic browser execution for faster, more reliable testing.

Benchmark PostgreSQL 18's native UUIDv7 against BIGINT and UUIDv4 for primary keys. Measure performance, index growth, and storage for optimal choice.

Build AI-ready data contracts for .NET event-driven systems. Ensure explicit, versioned, and semantically clear events for reliable AI consumption.

Benchmark .NET MAUI startup after CoreCLR migration. Measure cold/warm starts, UI responsiveness, memory, and app size for accurate performance analysis.

Navigate .NET MAUI CoreCLR migration for mobile apps. Discover regressions, test systematically, and ensure a smooth transition with this expert guide.

Benchmark EF Core 11 complex-type indexes at scale. Measure query latency, reads, CPU, execution plans, and write overhead.

Evaluate EF Core 11 query translation changes with real workloads. Learn to benchmark, inspect SQL, and analyze execution plans for optimal performance.

Design robust AI agent approval gates for high-risk actions. Ensure safety, auditability, and accountability in production agent architectures.

Secure AI agents by treating third-party MCP tools as software dependencies, applying least privilege, and robust governance.

Explore .NET 11's FullJoin in LINQ for explicit full outer joins. Optimize database queries with EF Core translation and understand performance implications.

.NET MAUI moves to CoreCLR in .NET 11. Benchmark startup, memory, and package size for a smooth migration.

Benchmark API Gateway strategies for high-traffic ASP.NET Core apps. Compare YARP, NGINX, and cloud options for optimal performance and scalability.

Master enterprise AI feature flags with Azure App Configuration for safe, gradual rollouts, controlled experiments, and rapid rollbacks.

Design secure, tenant-isolated vector search for SaaS. Learn architectures, retrieval patterns, and best practices for AI applications.

Build scalable Enterprise AI Skill Libraries with MCP Tool Collections in .NET for reusable, governed AI capabilities and a centralized skill catalog.

Accelerate .NET Framework modernization with GitHub Copilot & .NET Upgrade Assistant. Reduce risk, cut costs, and deploy to cloud-native environments.

Optimize GitHub Copilot for large teams with custom instructions. Enforce standards, boost consistency, and accelerate development.

Build robust enterprise AI audit trails with Microsoft Fabric. Ensure compliance, track lineage, and gain real-time insights into AI operations.

Explore .NET Native AOT for high-traffic REST APIs. Benchmark startup, latency, throughput, and memory for optimal performance.

Securely manage enterprise secrets across Kubernetes, Azure Key Vault, and GitHub Actions for robust cloud-native .NET applications.

Build robust AI evaluation pipelines with human and automated scoring for reliable AI applications. Ensure quality and detect regressions.

Learn to implement Software Bill of Materials (SBOM) verification in CI/CD pipelines to enhance software supply chain security and compliance.

Master ASP.NET Core rate limiting for resilient APIs. Learn algorithms, implementation, and testing for production readiness.