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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.
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Continuous vs Periodic Maintenance: Which Strategy Works Better?
Compare AI-powered continuous maintenance with periodic cleanup sprints. Learn which approach fits your team and how AI can implement effective ongoing code maintenance.
Use Cron-Style Scheduling for Recurring AI Maintenance Tasks
Set up automated recurring maintenance with cron-style scheduling. Learn how to schedule daily, weekly, and monthly AI code maintenance tasks that run automatically.
Cross-Team Coordination Failures: How AI Automation Creates Alignment
Teams step on each other's toes. Standards vary. Learn how AI tools like Devonair enforce consistency and build alignment at scale.
AI-Powered Database Migration Scripts and Schema Changes
Generate database migrations with AI safely. Learn how AI agents create migration scripts, handle schema evolution, and prevent data loss.
Configuration Chaos: How AI Helps Tame Settings Sprawl
Configuration is scattered everywhere. Secrets mixed with settings. Learn how AI tools like Devonair help regain control over configuration management.
AI-Powered Configuration Drift Detection and Remediation
Detect configuration drift with AI and fix inconsistencies before they cause problems. Learn how AI agents monitor and maintain configuration consistency.
AI-Powered Continuous Maintenance for Your Codebase
Code Review Bottlenecks Are Killing Your Velocity (AI Can Help)
Codebase Archaeology: Using AI to Understand and Improve Legacy Code
Comprehensive vs Targeted Maintenance: How Broad Should Your Focus Be?
Code Ownership Gaps: When Nobody Owns the Code (And How AI Helps)
Code Quality Inconsistency: How AI Enforces Standards Across Teams
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