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 & 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
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