Event-driven automation

A workflow paradigm where execution is triggered by specific state changes, $\text{stimuli}$, or occurrences, rather than pre-defined intervals.

Key Concepts

• Mechanism: Unlike time-based-automation (which functions like an alarm clock triggering at fixed intervals), event-driven systems react to real-time “actions” or “events.”
• Evolution of ai-automation: Recent shifts focus on moving away from scheduled execution toward reactive, action-based logic.

Recent Developments

• Claude Routines: A new implementation by anthropic designed for action-based AI automation, specifically optimized for business event response.
• Claude CoWork: Facilitates workflow automation via local file access and AI projects, aimed at bridging the “awareness gap” regarding AI capabilities.

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Backlink: 2026 04 14 Claude Cowork Backlink: 2026 04 23 Claude Routines Action Based AI Automation for Business Event Response

Source Notes

• 2026-04-23: [[lab-notes/2026-04-23-Claude-Routines-Action-Based-AI-Automation-for-Business-Event-Response|Claude Routines: Action-Based AI Automation for Business Event Response]]