https://www.joelmerrick.co.uk/tags/ai/ml/ Recent content in AI/ML on Joel Merrick Hugo en-GB Thu, 12 Jun 2025 10:00:00 +0100 https://www.joelmerrick.co.uk/blog/chef-to-ansible-converter/ Thu, 12 Jun 2025 10:00:00 +0100 https://www.joelmerrick.co.uk/blog/chef-to-ansible-converter/ <h1 id="chef-to-ansible-converter-ai-powered-migration-tool">Chef to Ansible Converter: AI-Powered Migration Tool</h1><blockquote> <p><strong>TL;DR:</strong> This tool uses AI to automatically convert Chef cookbooks to Ansible roles. It works with a well-crafted prompt for Claude API that I improved through testing with real examples. The result is good-quality Ansible code with much less manual work.</p></blockquote> <figure class="figure"><img src="https://www.joelmerrick.co.uk/images/projects/chef-to-ansible-converter/a_conceptual_digital_8000.svg" alt="Chef to Ansible conversion concept" loading="lazy" decoding="async"><figcaption>Chef to Ansible Conversion Concept</figcaption></figure><p>Moving from Chef to Ansible is hard work that typically requires lots of manual effort and deep knowledge of both systems. I built the <strong>Chef to Ansible Converter</strong> to make this process much easier for DevOps teams.</p>