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Explore the complex landscape of AI and LLM tools in software development through this 46-minute conference talk from NDC London. Navigate through the marketing hype and ill-informed noise surrounding artificial intelligence to understand what's actually possible with these emerging technologies. Examine common developer and business archetypes that have emerged in response to AI adoption, from the "AI-ate-my-job" developer to the "embrace-AI-or-get-out" CEO, learning from both their pitfalls and wisdom. Discover the benefits of fast iteration and quick prototypes while understanding why adopting LLM tools on complex brownfield projects often yields mixed results. Learn about the shifting limitations of AI tools and emerging best practices that often mirror proven engineering principles from pre-AI times. Consider essential safety nets and guardrails needed when leveraging these tools, focusing on iterating engineering approaches rather than simply writing more code faster. Address critical questions about the future of software engineering, including how junior developers should prepare for an evolving landscape and how organizations can build reliable teams for the next five years. Gain practical insights on playing the long game in software development while thoughtfully integrating AI tools into your workflow.
