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Insights for modern development teams.
105 articles on automation, best practices, and AI-powered development.
Technical Debt: The Complete Guide to Understanding, Measuring, and Paying It Down
Everything engineering teams need to know about technical debt - what causes it, how to measure it, when to pay it down, and how AI can help prevent it from accumulating.
Run Devonair AI on Every Pull Request: The Complete PR Automation Guide
Devonair automates code improvements at every stage of the pull request lifecycle. From PR creation to merge, Devonair fixes, enhances, and maintains your code automatically.
All articles (Page 3)
Monorepo vs Polyrepo Maintenance: Different Challenges, Different Strategies
Compare AI-powered code maintenance in monorepos vs multiple repositories. Learn how repository structure affects maintenance and which AI strategies work best for each.
Managing Maintenance Across Multiple Repositories
Coordinate AI-powered code maintenance across many repositories at scale. Learn patterns for consistent standards, AI-synchronized updates, and organization-wide maintenance.
Developer Onboarding Friction: Why New Hires Take Months to Contribute
New developers take weeks or months to become productive. Learn why onboarding is so painful and how AI-powered code maintenance can dramatically reduce ramp-up time.
Measuring Code Health: Metrics That Actually Matter
Learn which AI-driven code health metrics to track and which to ignore. Build AI-powered dashboards that drive improvement, not just display numbers.
Merge Conflict Chaos: Why Your Team Keeps Clashing
Merge conflicts slow development and frustrate teams. Learn why conflicts happen and how AI-powered maintenance practices can reduce conflict chaos.
Monitoring Blind Spots: What You Don't Know Can Hurt You
Your monitoring has gaps. Problems go unnoticed. Users find issues before your team does. Learn how AI can identify and eliminate monitoring blind spots.
Track Maintenance Metrics That Actually Matter
How to Safely Roll Back Maintenance Changes
How to Triage Code Maintenance Issues Effectively
Multi-Repository Maintenance: Scaling Quality Across Many Repos
Code Maintenance for Startups: Moving Fast Without Breaking Everything
Code Maintenance in Agile: Fitting Quality Into Sprints
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