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Episode 60: Using AI to modernise legacy code, manage tech debt and improve documentation episode artwork

EPISODE · Apr 15, 2026 · 39 MIN

Episode 60: Using AI to modernise legacy code, manage tech debt and improve documentation

from Off Script · host Hey! Presents

In this episode of Off Script, James, Josh, and guest Jon Milsom explore the rapid advancements in AI as a tool to refactor codebases, and how teams are leveraging AI to innovate, solve problems, and improve processes across industries. Chapters: 00:00 Introduction to AI in Tech Consulting 01:03 The Evolution of AI and Its Impact 03:13 AI Week: Experimentation and Learning 04:39 Personal Projects: Scratch an Itch 07:35 Encouraging Innovation and Creativity 08:41 The Excitement of AI and Its Challenges 11:19 Using AI for Tech Debt and Documentation 13:46 AI's Role in Code Review and Documentation 17:05 Navigating Bottlenecks in Development 19:10 The Broader Responsibility of Engineers 20:26 The Importance of Maintenance in Software Development 23:00 Leveraging AI for Legacy Code Upgrades 26:06 AI Integration Across Business Functions 28:59 User-Centric AI Features in Sports Tech 31:59 Empowering Teams with AI Tools 34:47 The Future of AI Pricing and Development Resources: Pitchero - https://pitchero.com Claude AI - https://www.anthropic.com/index.html OpenAI GPT models - https://openai.com/research

What this episode covers

In this episode of Off Script, James, Josh, and guest Jon Milsom explore the rapid advancements in AI as a tool to refactor codebases, and how teams are leveraging AI to innovate, solve problems, and improve processes across industries. Chapters: 00:00 Introduction to AI in Tech Consulting 01:03 The Evolution of AI and Its Impact 03:13 AI Week: Experimentation and Learning 04:39 Personal Projects: Scratch an Itch 07:35 Encouraging Innovation and Creativity 08:41 The Excitement of AI and Its Challenges 11:19 Using AI for Tech Debt and Documentation 13:46 AI's Role in Code Review and Documentation 17:05 Navigating Bottlenecks in Development 19:10 The Broader Responsibility of Engineers 20:26 The Importance of Maintenance in Software Development 23:00 Leveraging AI for Legacy Code Upgrades 26:06 AI Integration Across Business Functions 28:59 User-Centric AI Features in Sports Tech 31:59 Empowering Teams with AI Tools 34:47 The Future of AI Pricing and Development Resources: Pitchero - https://pitchero.com Claude AI - https://www.anthropic.com/index.html OpenAI GPT models - https://openai.com/research

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Episode 60: Using AI to modernise legacy code, manage tech debt and improve documentation

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Frequently Asked Questions

How long is this episode of Off Script?

This episode is 39 minutes long.

When was this Off Script episode published?

This episode was published on April 15, 2026.

What is this episode about?

In this episode of Off Script, James, Josh, and guest Jon Milsom explore the rapid advancements in AI as a tool to refactor codebases, and how teams are leveraging AI to innovate, solve problems, and improve processes across...

Can I download this Off Script episode?

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