Convention as Code: Enforcing Architecture with Scripts, CI, and AI Agents

📰 Dev.to · Monarch Wadia

Learn to enforce architecture conventions with scripts, CI, and AI agents to ensure consistency and quality in your codebase

intermediate Published 14 Feb 2026
Action Steps
  1. Write scripts to automate convention checks
  2. Integrate scripts with CI/CD pipelines to enforce conventions
  3. Utilize AI agents to analyze code and detect convention drift
  4. Configure AI agents to provide feedback and suggestions for improvement
  5. Test and refine the convention enforcement workflow
Who Needs to Know This

Developers, DevOps engineers, and software architects can benefit from this approach to ensure consistency and quality in their codebase, and to reduce manual enforcement efforts

Key Insight

💡 Automation and AI can help enforce architecture conventions, reducing manual effort and improving code quality

Share This
🚀 Enforce architecture conventions with scripts, CI, and AI agents! 💻

Key Takeaways

Learn to enforce architecture conventions with scripts, CI, and AI agents to ensure consistency and quality in your codebase

Full Article

Conventions Drift Vibe coding gets it 80% right, but the remaining 20% needs enforcement...
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