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Your Engineers Use AI Daily. Here’s How to Get More from It

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About this event

What to expect

Your engineers already use AI coding assistants. The challenge isn't adoption — it's getting production-ready code that actually ships. This online webinar by Edvantis Inc. tackles the gap between impressive demos and reliable commercial use, showing engineering leaders how to move from 20-30% success rates to consistent production quality.

Why Most Teams Struggle with AI Coding Tools

AI coding tools like GitHub Copilot, Cursor, Windsurf, and Claude Code look transformative in demos, solving 70%+ of tasks. But when applied to complex commercial codebases, that number drops to 20-30%. Most teams only discover this gap after rolling out tools across their engineering organisation.

This webinar explains exactly why this happens — and more importantly, what to do about it. You'll learn why context beats model performance, how grounding and prompting techniques make the difference between throwaway code and production-ready output, and which tools actually deliver on their promises.

What You'll Learn

Sergii Shelpuk, AI Consulting Expert with 15+ years of experience working with Fortune 500 enterprises, will share practical insights from helping global companies implement AI coding tools at scale. A Stanford and London School of Economics graduate who co-founded a VC-backed AI startup, Sergii brings real-world experience from both building AI products and advising engineering teams.

The session covers the 2026 AI coding tools landscape, comparing GitHub Copilot, Cursor, Windsurf, Claude Code, and Codex for different team setups. You'll see the specific toolset that helped improve AI code generation quality by 20% and learn a repeatable approach for moving from pilot projects to full team adoption.

Key Takeaways

  • Understand the Context Problem: Why AI-generated code breaks on commercial codebases and how to fix it
  • Master Grounding & Prompting: Techniques that dramatically improve output quality
  • Navigate the Tools Landscape: Which tools fit your stack, and which aren't worth switching to
  • Get Real Numbers: Actual productivity gains you can expect (not vendor marketing claims)
  • Build Your Rollout Plan: A clear path from pilot to full engineering team adoption

This webinar is designed for engineering leaders, CTOs, and technical managers responsible for developer productivity and AI adoption. Whether you're

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