Tag
Automation
Everything on this site involving Automation — projects, articles, research and tools.
Automation Lab
Automation That Survives Monday Morning
Most business automations break quietly within a month. Idempotency, error handling and observability are what separate a demo from a system.
IntermediateDifficulty: Intermediate2 min readPython · n8n · Power Automate
Business Systems
AI Invoice Processing System
An invoice pipeline that extracts structured data, scores its own confidence per field, and routes anything uncertain to a person — because 95% accuracy on invoices is a finance problem.
IntermediateDifficulty: Intermediate~14h buildPython · Claude API · PostgreSQL
Code
Business & ROIFree
Automation ROI Calculator
Model time saved, error reduction, build cost and ongoing maintenance to get a payback period you can defend.
1,110 runs