AiAutomation

Intelligent workflows that think, plan, and execute

n8n workflows, Claude API integrations, prompt engineering patterns, and production automation pipelines. From simple tools to complex orchestration systems.

Topics Covered

n8n WorkflowsClaude APIPrompt EngineeringWorkflow OrchestrationMCP Servers

4 articles published

Guide2 articles
·11 min

5 n8n Patterns I Use for SSH-Based Server Monitoring

Concrete n8n patterns from building a homelab health dashboard: compound SSH commands with section delimiters, deduction-based scoring, dual-trigger workflows, structured JSON AI output, and graceful first-run handling.

·14 min

Practical Claude API Prompt Engineering: Lessons from 500+ Automated Article Analyses

Hard-won prompting patterns from building a production pipeline that analyzes 25+ articles daily with Claude. Scoring calibration, structured JSON output, dual-model economics, and the single phrase that fixed everything.

Tutorial1 article
·27 min

Build an AI News Digest with n8n and Claude: Complete Tutorial (27 Nodes, $0.10/day)

Step-by-step guide to building an automated AI news pipeline that monitors 10 RSS feeds, deduplicates articles, extracts full text, analyzes each one with Claude, and delivers a curated digest to Discord, Slack, or email.

Build Log1 article
·14 min

I Built an AI News Digest with n8n and Claude API — Here's Everything That Went Wrong (and How I Fixed It)

A chronological build log of creating a 27-node n8n workflow that fetches 10 RSS feeds, deduplicates with Levenshtein matching, extracts full text via Jina Reader, analyzes with Claude Haiku, compiles with Claude Sonnet, and delivers to Slack — for $0.10/day.

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