Tag: automation

All the articles with the tag "automation".

• AI agents need queues, not infinite loops

  Published: 20 Jun, 2026

  • 6 min read

  After letting Codex run a goal for more than 14 hours, the lesson was not that agents should run forever. The useful pattern is a queue of scoped tasks, clear evidence, and human ownership at the right points.

• Reorganizing a password manager with AI without exposing secrets

  Published: 16 Feb, 2026

  • 2 min read

  I used AI for semantic classification of password manager metadata, while keeping secrets out of the model and rehydrating deterministically by ID.

• Giving OpenClaw a phone number

  Published: 5 Feb, 2026

  • 2 min read

  I built an Android SMS Gateway skill for OpenClaw so a local agent can send texts, receive replies, and export inbox data.