Software EngineeringOpen accessPublished 3 Oct 2026
Use for external/current research tasks with meaningful uncertainty or choice. For exact local context, first use the verified local source or database path; do not invoke web research as a ritual: "how does the industry do it", "what documentation does X have", "which tool to choose", "verify a fact", "find the source", "why is it like this", "what about site Y". Also when deepening: comparing approaches, finding reference repos, choosing a standard, deep research on 30-50 sources. Covers: 8 Camoufox tools (web_search with pagination, fetch_page/batch_fetch with article_only and cache), patterns (search→sources→clicks), research cycle RESEARCH→HYPOTHESIZE→EXPERIMENT→ANAL…