Goal: 6-agent autonomous pipeline that finds, scores, enriches leads, and drafts personalized out...Goal: 6-agent autonomous pipeline that finds, scores, enriches leads, and drafts personalized out...
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Alex Novak
• May 5
Goal: 6-agent autonomous pipeline that finds, scores, enriches leads, and drafts personalized outreach across Djinni, LinkedIn, and Upwork — 10 leads per session, zero manual research.
Challenges: - ICP Drift: Filtering competitors and poor-fit leads before enrichment - Personalization: Non-generic UA/EN messages, no templates reused
Solutions: - Scope Guard: 5-dimension scoring cuts 30% of leads before enrichment - Claude agents: Language-aware message generation per lead location
Results: - 70% ICP pass rate; 3 high-confidence messages in session 1 - Full pipeline live in 3 hours
AI Agent EngineerClaude
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