From AI Coding Agents to AI-Enabled Teams

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The Backbone of AI Coding Agents

AI coding assistants promise to build software autonomously, but what actually powers them behind the scenes?

This talk explores the real architecture behind modern coding agents from raw LLM interactions to systems integrated with tools that can understand codebases, execute commands, and iterate on tasks.

We’ll look at how these systems evolved from simple prompt-based interactions into more capable development assistants, and examine the key components that enable them to work effectively in real development environments.

Beyond Vibe Coding: Adopting AI in Engineering Teams

AI coding tools like Copilot and Claude are rapidly changing how developers work. While many of us have embraced “vibe coding” with AI assistants, the bigger question remains: does individual AI usage really translate to better team productivity?

In this session, we’ll explore how teams can successfully integrate AI into their daily workflows—from coding and debugging to documentation and code reviews. We’ll discuss real challenges teams face when adopting AI tools, the mindset shifts required, and practical strategies that actually work.
Whether you’re an early-career developer, an experienced engineer, or an AI enthusiast, this talk will give you actionable ideas to help your team adopt AI effectively and responsibly.