Tag: automation

All the articles with the tag "automation".

• When automating triage quietly costs you money

  21 Jun, 2026

  I measured AI triage on 1500 closed GitHub issues across three real codebases. The cost case is real. But on one repo, automating would have silently mislabeled one issue in three — and the accuracy number gives you no warning.

• Automation vs AI Workflows vs AI Agents: Understanding the Differences

  2 Jan, 2026

  Automation, AI Workflows, and AI Agents are often used interchangeably — but they represent fundamentally different levels of autonomy. A clear breakdown to help you choose the right approach.

• Go meets Cisco using SSH

  5 Jul, 2022

  Using Go to connect to Cisco devices over SSH — reading show commands programmatically and parsing network device output.

• Python: Script structure

  30 Dec, 2019

  Basic Python script structure notes — a reference for organizing scripts with imports, functions, and a main entry point.

• Python: Simple Email Gmail

  23 Sep, 2019

  A Python script that sends email notifications from a Gmail account — useful for scripts that need to report status or data.