Reusable code recipes for SEO, analytics, tracking, and data analysis.
A practical cookbook of technical recipes explained through real business problems: campaign tracking, technical SEO audits, JavaScript diagnostics, Core Web Vitals, Search Console analysis, internal linking, Polars workflows, and reporting.
How the cookbook works
Each recipe starts from a practical business problem, then shows the code, explains the logic, lists mistakes to avoid, and connects the solution to measurement, visibility, or business decisions.
Choose a topic.
Each chapter contains focused recipes. The structure will grow over time as new LinkedIn posts, website recipes, and GitHub cookbook entries are published.
Campaign Tracking & UTM Systems
Recipes for campaign URLs, UTM parameters, traffic splitting, QR tracking, attribution labels, and cleaner marketing measurement.
1 recipe available 02Analytics QA & Conversion Measurement
Recipes for validating events, conversions, forms, funnels, click tracking, and analytics data quality.
0 recipes available 03SEO Growth & Audit Automation
Recipes for automating technical SEO checks, metadata reviews, SERP analysis, indexability checks, and growth diagnostics.
0 recipes available 04Crawling, Broken Links & Redirect Logic
Recipes for detecting broken links, redirect chains, 404s, old CMS URLs, internal linking gaps, and migration issues.
0 recipes available 05Rendering, JavaScript & Browser Diagnostics
Recipes for inspecting scripts, third-party resources, rendering issues, loaded assets, browser behavior, and DevTools checks.
2 recipes available 06Core Web Vitals & Performance Diagnostics
Recipes for LCP, INP, CLS, image delivery, render-blocking resources, page speed, and template-level performance issues.
0 recipes available 07Search Console, SERP & Search Demand Analysis
Recipes for Search Console exports, SERP API data, query clustering, CTR analysis, demand patterns, and search visibility.
0 recipes available 08Internal Linking & Site Architecture Graphs
Recipes for internal link analysis, topic clusters, orphan pages, anchor text, related pages, and graph-based site structure.
0 recipes available 09Large-Scale Data Workflows with Python, Polars & Cloud
Recipes for large CSVs, Parquet, Polars, lazy queries, cloud storage, partitioned datasets, and performance-aware analysis.
0 recipes available 10Reporting, Visualization & Decision Systems
Recipes for KPI tables, scorecards, audit priority matrices, decision memos, charts, and executive reporting.
0 recipes availableThis cookbook will grow recipe by recipe.
Each recipe can become a website page, a LinkedIn post, and a GitHub cookbook entry. Over time, this becomes a public library of practical technical growth patterns.
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