·8 min read
How I Built an AI Web Scraper That Auto-Qualifies Leads
A technical walkthrough of a system that finds, enriches, and scores leads without human intervention.
Web ScrapingAI AutomationLead GenerationAI Agentsn8n
Writing
Technical deep-dives
How these systems are actually built. Architecture decisions, code patterns, and real-world challenges, not marketing.
·7 min read
Architecture of a Real-Time AI Crawler for Competitive Intelligence
How to build a system that watches your competitors and tells you what changed — and what it means.
AI CrawlerCompetitive IntelligenceWeb ScrapingAI AgentsAutomation
·9 min read
Why Your Support Tickets Pile Up (And How an AI Agent Fixes It)
The technical architecture behind an AI support agent that handles tier-1 questions and escalates the rest.
AI Support AgentRAGCustomer SupportAI AutomationMCP
·7 min read
Automating CRM Data Entry: A Technical Walkthrough
How to stop your sales team from being expensive data entry clerks.
CRM AutomationAI AutomationWorkflow Automationn8nZapierAirtable
·8 min read
How to Give AI Agents Safe Access to Your Tools via MCP
The architecture for AI agents that can actually do things in your stack — without breaking anything.
MCPAI AgentsTool IntegrationAI AutomationClaudeSecurity
·8 min read
Building a Business Knowledge Base That Powers Both Your Team and Your AI
How to turn scattered docs, tribal knowledge, and head-memory into a linked knowledge system your team and your AI both work from.
Knowledge BaseObsidianMCPAI AutomationRAGDocumentation
Looking for systems like these?
I build these for your business, tailored to your workflows and tools. Book a discovery call to scope the right one.