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I Replaced My Marketing Busywork With AI Agents. Here is the Architecture.
# I Replaced My Marketing Busywork With AI Agents. Here’s the Architecture. **TL;DR:** I spent the last six months building…
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Beyond Scheduling: Building a Multi-Platform Content Distribution Engine
Scheduling tools distribute content. Distribution engines route it. Here is the router-based architecture that sends one approved Airtable record to…
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AI-Powered Outbound: The Cold Email Playbook That Runs Itself
Most cold email fails because it is generic and unresearched. Here is the AI-powered outbound pipeline that discovers decision-makers, enriches…
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LinkedIn Data at Scale: How to Build an Automated Engagement Intelligence Pipeline
Every LinkedIn post generates engagement data most marketers ignore. Here is the exact automation blueprint for capturing every engager, enriching…
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The Architecture of an AI-Powered Marketing Operation (I Built One: Here is the Blueprint)
I spent two years building a fully AI-powered marketing operation spanning content creation, social distribution, CRM enrichment, and email personalization.…














