Publication archive
Browse SearchEngineAnswer reporting, analysis, guides, research, checklists, and practical workflows in publication order.
From this desk
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Complete archive
Open a story for its complete evidence, examples, limitations, author information, and reader discussion.
Return first-party RAG evidence to Claude as search_result blocks with stable source IDs, accurate titles, citable chunks, validation, and stale-source handling.
Audit Gemini File Search visual citations by preserving file hashes, page numbers, media IDs, answer claims, cited evidence, and manual verification.
Migrate Gemini test harnesses after temperature, top_p, and top_k deprecation while preserving model, grounding, citation, latency, and usage evidence.
Use Google-Extended as a robots.txt control token for specified Gemini training and grounding uses while keeping Google Search crawling and ranking separate.
Compare You.com organization API keys with keyless x402 and MPP machine payments across endpoint support, cost evidence, receipts, retries, and ZDR.
Build a Claude web-search parser that separates results, empty searches, tool errors inside HTTP 200, request errors, and ZDR-sensitive caller modes.
A preregistered test for DeepSeek V4 Flash through Perplexity model-gateway and agent routes, with identical inputs and separate retrieval, citation, latency, and quality fields.
A preregistered protocol for comparing GPT-5.6 Fast and standard service above 272K input tokens across latency, cost, errors, and task quality.
A preregistered protocol for comparing AI-answer video citations with Google’s top 100 web results without turning a vendor claim into a universal search rule.
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