“Automation” and “agent” sound similar — but they solve very different classes of problems.
Automation = Fixed Instruction → Fixed Outcome
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Like Zapier, IFTTT, Jenkins pipelines, cron jobs. 
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You pre-define exact triggers, actions, rules. 
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Great when: - 
Context is stable. 
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No judgment / interpretation is needed. 
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The world doesn’t change mid-execution. 
 
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Example:
“Every day at 5pm, send me a sales report.”
✅ Perfect automation — zero thinking needed.
Agent = Goal → Autonomous Decision-Making
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Given a goal, not just rules. 
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Perceives, plans, adapts, self-corrects, retries, negotiates ambiguity. 
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Can operate even when instructions are incomplete or circumstances change. 
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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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