Automation

Workflows, webhooks, and background jobs: systems that quietly remove repetitive work.

• AI agents in real business: what building a production support agent actually taught me

  The model is the cheap part of a support agent. What makes one production-ready is grounding, validation at every boundary, and a fallback that never shows the visitor an error page.

  Sep 17, 2026 · Automation · 4 min

• Telegram notifications for an existing Laravel app

  A bot token, a chat id, and one queued job: how to add Telegram as a Laravel notification channel with plain HTTP calls, the documented rate limits to respect, and the inline buttons that turn alerts into approve-and-reject workflows.

  Sep 16, 2026 · Automation · 3 min