The TecVarsity field notes
Practical ideas.
For the work ahead.
Search, websites, automation and tools—explained with a useful next step in mind.
Automating GitHub Code Reviews with Custom LLM Style and Security Rules
Read the guide →: Automating GitHub Code Reviews with Custom LLM Style and Security RulesAI-assisted code review can flag issues for maintainers to inspect. This guide looks at how to define review rules and keep human reviewers…
Core Web Vitals INP (Interaction to Next Paint): The AI Publisher Optimization Blueprint
Read the guide →: Core Web Vitals INP (Interaction to Next Paint): The AI Publisher Optimization BlueprintCore Web Vitals INP (Interaction to Next Paint): The AI Publisher Optimization Blueprint Executive Summary: The New Responsiveness Regime For over four years,…
Perplexity AI Citations: How to Rank in Perplexity Search
Read the guide →: Perplexity AI Citations: How to Rank in Perplexity SearchExecutive Summary: The Generative Search Shift The landscape of digital discovery is undergoing its most radical transformation since the advent of the PageRank…
Reverse-Engineering Google Search Console: Unmasking Hidden AI Queries
Read the guide →: Reverse-Engineering Google Search Console: Unmasking Hidden AI QueriesReverse-Engineering Google Search Console: Unmasking Hidden AI Queries Executive Summary Google Search Console (GSC) is the single source of truth for organic search…
The Death of Keyword Density: Semantic Vector Optimization
Read the guide →: The Death of Keyword Density: Semantic Vector OptimizationThe Death of Keyword Density: Semantic Vector Optimization Executive Summary: The Mathematical Shift in Organic Retrieval For over two decades, search engine optimization…
How to Build a Custom Topical Authority Map for AI Engine Citations
Read the guide →: How to Build a Custom Topical Authority Map for AI Engine CitationsHow to Build a Custom Topical Authority Map for AI Engine Citations Executive Summary: The Death of Isolated Keyword Targeting For over two…
Reverse-Engineering SearchGPT: How OpenAI Dispatches Web Crawlers and Synthesizes Answers
Read the guide →: Reverse-Engineering SearchGPT: How OpenAI Dispatches Web Crawlers and Synthesizes AnswersReverse-Engineering SearchGPT: How OpenAI Dispatches Web Crawlers and Synthesizes Answers Executive Summary: The Algorithmic Shift from 10 Blue Links to Synthesized Consensus The…
Information Gain in SEO: What the Patent Can and Cannot Tell You
Read the guide →: Information Gain in SEO: What the Patent Can and Cannot Tell YouUnderstand the limits of Google’s information gain patent and use a practical editorial workflow to add evidence, useful examples and clear sourcing.
Programmatic Authority Building: Earning Tier-1 Citations in the AI Search Era
Read the guide →: Programmatic Authority Building: Earning Tier-1 Citations in the AI Search EraExecutive Summary: The Extinction of Backlinks and the Rise of Entity Grounding For over two decades, search engine optimization was governed by a…
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