Use Cases
Practical examples of how development teams use AI agents to automate tedious tasks and accelerate their workflows.
Multi-Repository Maintenance: Scaling Quality Across Many Repos
Learn how to maintain code quality across multiple repositories with AI. Strategies for consistent standards, AI-coordinated updates, and efficient multi-repo management.
Code Maintenance for Startups: Moving Fast Without Breaking Everything
Learn how startups can balance speed with code quality using AI. Practical AI-powered strategies for maintaining code when you're moving fast and resources are limited.
The Code Maintenance Maturity Model: Where Does Your Team Stand?
Assess your team's code maintenance maturity. Learn the stages from reactive chaos to AI-powered proactive excellence and how to advance to the next level.
Communicating About Code Maintenance: Getting Buy-In and Showing Value
Learn how to communicate effectively about AI-powered code maintenance. Strategies for getting stakeholder buy-in and demonstrating the value of AI maintenance work.
Enterprise Code Maintenance: Scaling Quality Across Large Organizations
Learn how large organizations can implement AI-powered code maintenance at scale. Strategies for consistency, governance, and AI automation across hundreds of developers.
Open Source Code Maintenance: Keeping Public Projects Healthy
Learn how to maintain open source projects with AI automation. Strategies for contributor experience, dependency management, and sustainable AI-powered OSS maintenance.