Shows
Dead CodeCursed Return (with Nicole Tietz-Sokolskaya)In this episode of Dead Code, Jared speaks with software engineer Nicole Tietz-Sokolskaya about the ethical complexities of large language models (LLMs). Nicole shares her mixed experiences with LLMs—finding brief personal value but little long-term usefulness in her work—and critiques their environmental impact, reliance on questionable training data, and potential to concentrate power among major tech companies. She raises concerns about consent, bias, and the quality of generated code, while also acknowledging LLMs’ potential in accessibility and trust and safety roles. Ultimately, both Nicole and Jared advocate for a values-driven approach to technology, urging developers to critically evalua...2025-04-1532 minDead CodeCursed Return (with Nicole Tietz-Sokolskaya)In this episode of Dead Code, Jared speaks with software engineer Nicole Tietz-Sokolskaya about the ethical complexities of large language models (LLMs). Nicole shares her mixed experiences with LLMs—finding brief personal value but little long-term usefulness in her work—and critiques their environmental impact, reliance on questionable training data, and potential to concentrate power among major tech companies. She raises concerns about consent, bias, and the quality of generated code, while also acknowledging LLMs’ potential in accessibility and trust and safety roles. Ultimately, both Nicole and Jared advocate for a values-driven approach to technology, urging developers to critically evalua...2025-04-1532 min
Talk of the WeekPython Test – 218: Balancing test coverage with test costs – Nicole Tietz-SokolskayaShow notes: Python Test – 218: Balancing test coverage with test costs – Nicole Tietz-Sokolskaya2024-04-2628 min
Test & Code218: Balancing test coverage with test costs - Nicole Tietz-SokolskayaNicole is a software engineer and writer, and recently wrote about the trade-offs we make when deciding which tests to write and how much testing is enough.We talk about:Balancing schedule vs testingHow much testing is the right about of testingShould code coverage be measured and trackedGood refactoring can reduce code coverageIs it worth testing error conditions?Are rare error codes ok to just monitor?API drift and autospecMitigating riskDeciding what to test and what not to testFocus testing on key money-making features If there's a bug in this part of the code, how much b...2024-04-1828 min