Tuesday, October 28, 2025

If we already have automation, what's the need for Agents?

“Automation” and “agent” sound similar — but they solve very different classes of problems.

Automation = Fixed Instruction → Fixed Outcome

  • Like Zapier, IFTTT, Jenkins pipelines, cron jobs.

  • You pre-define exact triggers, actions, rules.

  • Great when:

    • Context is stable.

    • No judgment / interpretation is needed.

    • The world doesn’t change mid-execution.

Example:

“Every day at 5pm, send me a sales report.”
✅ Perfect automation — zero thinking needed.

Agent = Goal → Autonomous Decision-Making

  • Given a goal, not just rules.

  • Perceives, plans, adapts, self-corrects, retries, negotiates ambiguity.

  • Can operate even when instructions are incomplete or circumstances change.

  • Doesn’t need babysitting.

Example:

“Grow my revenue 15% next quarter — find the best channels, experiment, and adjust.”

✅ That’s NOT automatable. Needs strategy, improvisation, learning, resource orchestration. 

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If we already have automation, what's the need for Agents?

“Automation” and “agent” sound similar — but they solve very different classes of problems. Automation = Fixed Instruction → Fixed Outcome ...