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Generative AI in Coding: Real-World Applications with Chelsea Troy

How generative AI is transforming software engineering

O'Reilly Radar1 min

1The True Potential of AI

Chelsea Troy argues that the real opportunity of AI is not writing code faster but creating time for engineers to run experiments they've long wanted to conduct.

2What is Agentic Coding?

Agentic coding integrates AI tools into coding processes to enhance software development efficiency.

3AI Applications at Mozilla

Chelsea Troy explores how AI aligns with Mozilla's values and workflows, investigating its use in internal processes.

4AI's Role in Education

At the University of Chicago, Troy teaches students how to use AI tools and succeed with them.

5Software Engineering Interviews

Troy discusses how software engineering interviews have been broken for decades and how AI can transform this process.

6Python Education and AI

She explores what teaching Python will mean in 2026 and the role of AI in this process.

7Token Efficiency

Troy advocates for token efficiency replacing token consumption as the industry's dominant productivity metric.

8The Future of Students

She investigates how AI tools will impact students' careers and how they can succeed with these tools.

9AI and Team Collaboration

Troy examines how AI tools will change team workflows and the challenges in this process.

10Data Visualization and AI

She discusses AI's role in data visualization projects and its potential in this field.

11The Future of AI

Troy predicts the future development of AI and how it will transform software engineering.

12Transformation with AI

She evaluates the long-term effects and opportunities of AI's transformation in software engineering.

Original article: O'Reilly Radar — Generatif AI ile Kodlama: Chelsea Troy ile Gerçek Dünya Uygulamaları