Technical practice
Designing Agentic AI Workflows
What to coverExplain how you architect agentic AI systems that go beyond simple code completion. Discuss your approach to defining agent roles, task decomposition, and how you manage state and memory within these workflows.
Implementing AI Guardrails
What to coverDescribe the mechanisms you use to create guardrails for AI-driven applications. Focus on how you ensure task completion accuracy, prevent hallucinations, and maintain output consistency in production environments.
Cost-Effective GitHub Copilot Usage
What to coverHow do you optimize the use of GitHub Copilot to balance developer productivity with cost efficiency? Discuss strategies for managing premium request usage and ensuring the tool is used for high-value tasks.
Data Security in AI-Integrated Products
What to coverWhen integrating AI into products, how do you ensure customer data remains secure? Address techniques for preventing data leakage and how you incorporate context-aware architecture without exposing sensitive information.
Cloud-Agnostic Development with AWS Containers
What to coverExplain your process for developing and packaging features to be cloud-agnostic while utilizing AWS containers. Discuss how you handle environment-specific configurations and ensure portability across different deployment targets.
WPF and C# Application Architecture
What to coverDescribe your experience building complex applications using C# and WPF. Focus on how you structure your code for maintainability and how you integrate these desktop applications with modern REST APIs.
SQL Server Performance Optimization
What to coverDiscuss your approach to optimizing SQL Server databases for high-performance applications. Mention your experience with indexing strategies, query tuning, and managing data access patterns in a multi-user environment.
Containerizing Build Pipelines
What to coverHow do you leverage containers within CI/CD pipelines to improve development consistency? Explain your experience using AWS containers to automate testing, building, and deployment processes.
Behavioural practice
Client-Focused Problem Solving
What to coverDescribe a situation where you had to balance technical requirements with specific client needs. How did you ensure the final solution met their business objectives while maintaining high technical standards?
Adapting to Hybrid Work Environments
What to coverProvide an example of how you have successfully managed project delivery while working in a hybrid or client-facing environment. How do you maintain communication and collaboration when in-office attendance is required?
Driving Innovation with New Technology
What to coverTell me about a time you introduced a new technology or AI-driven tool to your team. How did you manage the transition, address resistance, and measure the impact on productivity?
Handling Technical Trade-offs
What to coverDescribe a project where you had to make a difficult trade-off between speed of delivery and architectural integrity. How did you justify your decision to stakeholders and what was the long-term result?