Practical, build-it-yourself tutorials and write-ups drawn from production SEO and data work: technical SEO, Python automation, and the search-engine plumbing most teams do by hand. Every post is something I've shipped, documented so you can run it too.
Long-form, step-by-step guides. Start here.
A free, open-source, scriptable crawler that checks canonical tags, hreflang, titles and meta descriptions, broken internal links, and structured data across any site, exported as clean CSV and JSON. A full walkthrough of my open-source SEO Audit Crawler.
A complete walkthrough of my open-source Sitemaps_Automation tool, from generating clean, Google-compliant XML sitemaps out of a URL list, to wiring up Google Search Console credentials and submitting them automatically via the API.