Blog
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.
Recent articles
Preventing Technical Debt: Stop Problems Before They Start
Learn how AI helps prevent technical debt rather than just paying it down. AI-powered strategies and practices that keep your codebase clean from the start.
Test Maintenance Overhead: When Tests Become a Burden
Tests that were supposed to help now slow you down. Learn why test maintenance becomes overwhelming and how AI can keep your test suite healthy and useful.
Test Suite Maintenance: Keeping Your Tests Healthy and Useful
Learn how to maintain a healthy test suite with AI. Strategies for AI-powered fixing of flaky tests, managing test debt, and keeping tests valuable as your codebase evolves.
Slow CI Pipelines Are Killing Developer Productivity
Your CI pipeline takes 30 minutes. Developers context-switch while waiting. Learn why CI slows down and how AI can build pipelines that don't block productivity.
Sustainable Code Maintenance: Building Practices That Last
Learn how to build sustainable AI-powered code maintenance practices. Strategies for maintaining code quality with AI over the long term without burnout or neglect.
Building a Team-Wide Code Maintenance Workflow
Establish AI-powered maintenance practices that work for your whole team. Learn how to coordinate AI maintenance across developers, set standards, and track progress.
Why Technical Debt Keeps Piling Up (And How to Finally Stop It)
How to Set Up Effective Code Maintenance Schedules
Build Interactive Slack Commands for Code Maintenance
Integrate AI Code Maintenance with Slack Notifications
Scheduled vs Event-Triggered Maintenance: When Should Maintenance Run?
Security-First Code Maintenance: Protecting Your Codebase
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