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Browser Automation MCP 2026 — Comparing Playwright, chrome-devtools and agent-browserA tidy-up of the Claude Agents specifications"how does <filepath> work?" — Claude Code's placeholder promptClaude Code's CLAUDE.md hierarchy — which instructions reach how farDoes Claude Code's Spawn (parallel subagent launch) really run in parallel?Claude Mythos and Oceanus — the cutting edge and its "version for everyone"Claude Code orchestration glossary, 2026-05Marketing work: compress the analysis, don't fight on researchDeep Research — auto-generated reports as a new citation touchpointEvolutionary Model Merge — 進化的探索でモデル合成レシピを自動発見するField glossary — AI-strategy & GEO terms that came upWhat is an LLM (large language model)? — understanding how it works in one goMECE prompting — structuring AI output with four lettersMulti-hop real-task benchmarks — FRAMES / BrowseCompLaunching Claude Code from an orchestration layerTask-type queries — from "questions" to "requests"Vector data and vector databases — the foundation of embeddings and semantic searchAI Search Evaluation: The 12 Metrics — GatewayAI Search Evaluation ①Citation Rate — How Many URLs Are Pulled In Per AnswerAI Search Evaluation ②Source Diversity — How Unskewed the Cited Sources AreAI Search Evaluation ③Accuracy Score — How Often It Answers Factual Questions CorrectlyAI Search Evaluation ④Answer Length — How Many Characters It Returns to the User on AverageAI Search Evaluation ⑤Japanese Domain Ratio — How Often It Pulls In .jp-Family DomainsAI Search Evaluation ⑥TLD Distribution — The Composition by Domain TypeAI Search Evaluation ⑦ Citation Overlap — How Much Do the Engines Reference the Same DomainsAI Search Evaluation ⑧ Latency — Average Response Time in SecondsAI Search Evaluation ⑨ Brand Mention Rate — The Probability Your Company Name Appears in an AI AnswerAI Search Evaluation ⑩ Citation Consistency — Does It Cite the Same Domains This Week as Last WeekAI Search Evaluation ⑪ Freshness — How Recent the Cited Content IsAI Search Evaluation ⑫ DA Correlation — The Relationship Between Domain Authority and Citation FrequencyVariants — A Design That Changes Only the Region to Measure One ElementWhat AI commoditizes: the "is the answer unique?" lensFrom 'Selection' to 'Absorption' of Citations — citation absorptionGEO / AIO — Generative Engine Optimisation and the 'being mentioned' KPIMCPEO — SEO for AI agents (optimising tool selection)Building til's taxonomy — a directory → JSON pipelineConcurrency vs parallelism — structure vs simultaneous executionIdentifiers, file extensions, and what a .mjs file really isLine endings LF / CR / CRLF — the types, their differences, and what Git's warning meansTech trees and DAGs — from a game's crafting chart to the true nature of dependencies
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