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Rafael Silva
Rafael Silva

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10 AI Agent Automation Tips That Actually Work (From 500+ Tasks)

After running 500+ tasks on AI agents, here are the automation tips that actually make a difference.

1. Write Prompts Like Specifications

Bad: "Make me a website"
Good: "Create a React landing page with hero section, 3 feature cards, and a CTA button. Use Tailwind CSS, dark theme."

2. Use Task Templates

Create reusable prompt templates for recurring tasks. Save 5-10 minutes per task.

3. Batch Similar Tasks

Group related tasks together. The agent maintains context better.

4. Optimize Model Selection

Not every task needs the most powerful model. Routine tasks work fine on Standard mode.

Pro tip: The Credit Optimizer does this automatically (code DEVTO25 for 25% off).

5. Chain Tasks with Context

Reference previous task outputs in new tasks. Builds on existing work.

6. Use Skills/Plugins

Pre-built skills save massive time:

  • Credit Optimizer (saves 30-75% on costs)
  • Fast Navigation (speeds up web tasks)
  • Data Intelligence (for research)

7. Set Clear Success Criteria

Tell the agent exactly what "done" looks like. Reduces iterations.

8. Leverage File Outputs

Ask for deliverables as files (MD, PDF, XLSX) not just text responses.

9. Schedule Recurring Tasks

Automate repetitive work with scheduled executions.

10. Monitor and Iterate

Track which prompts work best. Refine over time.

Results After Applying These Tips

Metric Before After
Tasks/month 30 80+
Cost/task $1.20 $0.50
Success rate 70% 92%
Time saved 10h/wk 25h/wk

Which tip will you try first? Comment below!

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