talk-data.com
Activities & events
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The Zen of Claude Code
2025-11-19 · 19:30
Vlad Gheorghe
– AI Engineer
@ SceneMind.ai
This talk traces the evolution of AI agents from the ambitious but complex AutoGPT experiment in 2023, through Cursor's gradual "autonomy slider" approach (2023-2025), to the elegant simplicity of Claude Code in 2025. The presentation argues that we've moved from highly complex systems with multiple agents, embeddings, and cloud infrastructure that, while groundbreaking, often struggled with basic tasks, to "The Zen of Claude Code": a simple terminal-based agent that achieves excellent performance by embracing the bitter lesson. |
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Functional Reproducibility
2025-11-19 · 19:30
Robin Gower
– Freelance data scientist
Have you ever written the perfect data analysis? Has it still ran unchanged 6 months later? Can your colleagues run it without you? Just because your analysis is executable, it doesn’t mean the results are reproducible. Data ages. Libraries change. Machines differ. Servers go down. Bits rot. Entropy is inescapable. We can learn how to engineer reproducibility by drawing on techniques from functional programming and the MLOps movement. |
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