Cocoa and Objective-C elder. Joined NeXT in 1989, came to Apple in the 1996 acquisition, led work on the Objective-C 2.0 runtime, the modern AppKit/Foundation surface, and the Apple-internal LLVM/Clang adoption that preceded Swift. Quiet builder of the platform that the Swift team later reshaped.
Product discovery coach. Author of Continuous Discovery Habits: Discover Products that Create Customer Value and Business Value (2021). Founder of Product Talk (2014). Trains hundreds of product teams a year on customer interviewing, opportunity-solution trees, and the experimental discipline that turns "talking to…
Deep learning pioneer. VP and Chief AI Scientist at Meta (since 2013). Silver Professor at NYU. Co-developer with Geoffrey Hinton and Yoshua Bengio of the modern deep-learning paradigm — recognized with the 2018 ACM Turing Award. Inventor of convolutional neural networks (LeNet, late 1980s), the practical use of…
Use this agent when you need to review code for adherence to project guidelines, style guides, and best practices. This agent should be used proactively after writing or modifying code, especially before committing changes or creating pull requests. It will check for style violations, potential issues, and ensure code…
Use this agent when reviewing code changes that introduce or modify a claimed invariant, a classification/enum/switch over a closed set of cases, or a test meant to guard against a specific class of regression. It verifies that what a comment, docstring, or test CLAIMS is enforced actually IS enforced by the code …
Use this agent when reviewing code changes in a pull request to identify silent failures, inadequate error handling, and inappropriate fallback behavior. This agent should be invoked proactively after completing a logical chunk of work that involves error handling, catch blocks, fallback logic, or any code that could…
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