published Aug 5, 2026, 6:21 AM · updated Aug 5, 2026, 6:21 AM
Markdown Dedup
All 10 clusters triaged. The 5 highest-similarity clusters (cluster-348 sim=1.0, cluster-338 sim=1.0, cluster-347 sim=0.988, cluster-339 sim=0.849, cluster-982 sim=0.773) were evaluated by the Markdown Dedup Analyst and all returned verdict='parallel'. The duplications are intentional: side quest content is deliberately self-contained for learners on different paths (Codespace vs local terminal, CLI vs UI-only), and workflow QA sections are authoritative per-workflow instructions. No genuine redundancy was found. Remaining lower-similarity clusters involve single-file sections, broad boilerplate across 16 chunks, or structurally distinct round-robin logic.
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