Posts and interview questions tagged Generative AI.
Python for AI/ML done right: NumPy vectorization, pandas groupby + chaining, matplotlib OO, functional patterns, httpx + Pydantic APIs, JSON pitfalls.
.NET API Gateway + Python RAG service (FastAPI + LangChain + LangGraph) + Qdrant + Langfuse + OpenTelemetry. Diagram, gRPC contract, Docker Compose.
50 senior AI agent interview questions with deep answers: agent loops, tool design, MCP, multi-agent orchestration, memory, guardrails — real production code.
55 senior Generative AI interview questions with deep answers: LLM internals, RAG, prompting, evals, cost and security — real production code throughout.
Build production AI agents that don't loop forever or hallucinate tools — the agent loop, planning, tool use, memory, and guardrails, with real code.
30 senior LINQ interview questions with deep C# answers: deferred execution, IQueryable vs IEnumerable, EF translation, performance, and pitfalls.
30 senior design patterns interview questions with deep C# answers: creational, structural, behavioral patterns, CQRS, and when NOT to use a pattern.
30 senior JavaScript interview questions with deep answers and real code: closures, the event loop, prototypes, async/await, memory leaks, and modules.
30 senior EF Core interview questions with deep answers and real code: change tracking, query performance, concurrency, transactions, and migrations.
30 senior microservices interview questions with deep answers and real code: service boundaries, saga & eventual consistency, resilience, and observability.
30 senior SQL Server interview questions with deep answers and real T-SQL: execution plans, indexing, locking & isolation, parameter sniffing, and tuning.
30 senior ASP.NET Core interview questions with deep answers and real production code: the middleware pipeline, DI lifetimes, Kestrel, hosting, and auth.