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AI-assisted coding in practice: successes, failures, and engineering trade-offs
AI / ML
February 4, 2026

AI-assisted coding in practice: successes, failures, and engineering trade-offs

AI-assisted coding tools are becoming part of everyday software development, but their real impact depends on how they are applied in practice. This webinar examines real-world usage, focusing on measurable benefits, limitations, and the engineering trade-offs teams encounter.

Live webinar

AI-assisted coding tools are increasingly present in modern software development environments. While they promise faster delivery and productivity gains, their real-world impact often depends on how, where, and by whom they are used.

In this live webinar, we take a practical look at AI-assisted coding based on hands-on engineering experience. The session focuses on real development workflows rather than theoretical capabilities, examining both the benefits and the limitations teams encounter when integrating AI into their daily work.

The discussion is grounded in production scenarios and covers engineering trade-offs that are often overlooked in high-level conversations about AI adoption.

What you will learn

During the session, we will cover:

  • How development teams use AI-assisted coding tools in practice, and which use cases are most common
  • Where AI fits into the software development lifecycle — and where manual engineering judgment remains essential
  • How to assess productivity gains, including what can be measured reliably and what is harder to quantify
  • Approaches to integrating AI tools into existing workflows, such as local development, code reviews, and CI pipelines
  • Security, compliance, and intellectual property considerations that arise when using AI-generated code

Who should attend

This webinar is designed for:

  • Software engineers working with modern development stacks
  • Technical leads and engineering managers responsible for tooling and workflows
  • Architects and technology decision-makers evaluating AI-assisted development practices

No prior experience with specific AI coding tools is required.

Speaker

Andrii Veremii
Senior software engineer with over six years of experience in software development.
Specializes in .NET Core, ASP.NET Core, microservices, Microsoft Azure, and Angular.
Certified Azure Solutions Architect.

Format

  • Live online session
  • Presentation followed by Q&A
  • Free to attend with prior registration

Why watch a live recording

Rather than focusing on hype or future predictions, this webinar provides a balanced, experience-based perspective on AI-assisted coding. Attendees will leave with a clearer understanding of where these tools can add value today, where caution is needed, and how to approach adoption in a pragmatic way.


Also watch our webinar on Flutter
Read more

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