docs: update docs

[maximilien]

• thorough audit
• remove duplicate
• steamline
• intro blogs
• advanced blogs
• re-record videos
• update presentations

[maximilien]

Stale check: no activity in 7+ days. If documentation updates are still needed for Phase 2, please list the specific pages; otherwise we’ll defer.