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Amanda Bizzinotto
Machine learning and data science practitioner working at Ombu Labs (Ombu Labs / FastRuby) who builds AI tools and agents to assist with Rails upgrades, internal knowledge bots, and maintenance workflows.
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Oct 7, 2025
• 42min
Real-World Ruby AI: Practical Systems That Work
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In this discussion, Amanda Bizzinotto, a machine learning and data science expert at Ombu Labs, shares her insights on AI's role in Rails projects. She outlines innovative AI tools for automating Rails upgrades and a Slack bot designed to streamline knowledge management. Amanda also tackles the challenges of integrating AI into consultancy and emphasizes the importance of observability in AI systems. Additionally, she dives into advanced prompting techniques and the benefits of multi-agent architectures, providing a glimpse into the future of AI in software development.
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