M

Marian

Research toolkitDual-track · open web + vault-grounded

Tools

Run /x-pulse

/x-pulse

Powered by Live X. Findings save to Research/ as AI-first notes with recency markers and verbatim sources.

Recent findings

/x-pulseAI automation

30 min ago
  • Hot: Agentic AI vs basic automation
  • Gap: ROI numbers for small-business users
  • Hook: “Automation executes. Autonomy reasons.”
Research/X/2026-06-06 - ai-automation.md

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