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"Vibe coding" often falters in complex enterprise environments. Drawing from real implementations, this talk demonstrates systematic approaches to customizing AI assistants for challenging codebases. We'll explore specialized techniques for navigating complex architectures, evidence-based strategies for undocumented legacy systems, methodologies for maintaining context across polyglot environments, and frameworks for standardizing AI usage while preserving developer autonomy. Through case studies from finan ...

It was a tale of two voice assistants. Amazon and Apple showed during Thursday earnings calls just how far apart they are in the race to build a smarter AI assistant.Apple CEO Tim Cook addressed the delay for the company's much-anticipated Siri upgrade, first announced nearly a year ago as part of Apple Intelligence. "We need more time to complete our work on these features so they meet our high-quality bar," Cook told analysts, adding, "It's just taking a bit longer than we thought".Cook didn't give a sp ...