Your Experiments Might Not Be Experiments.
📰 Medium · DevOps
Many 'experiments' in DevOps are actually just tinkering, lacking scientific rigor and leading to flawed conclusions, which is why it's essential to apply proper experimental design
Action Steps
- Identify the goals of your 'experiment' to determine if it's a true test of a hypothesis
- Apply the scientific method to design a proper experiment with variables and controls
- Run a small-scale pilot to validate assumptions before scaling up
- Analyze results with statistical methods to ensure reliable conclusions
- Document and review experimental design to prevent tinkering and ensure reproducibility
Who Needs to Know This
DevOps teams and engineers can benefit from understanding the difference between true experimentation and tinkering to improve their workflow and decision-making
Key Insight
💡 Tinkering is not experimentation, and applying scientific rigor can lead to better decision-making in DevOps
Share This
💡 Not all 'experiments' are created equal. Make sure yours is rigorous and reliable #DevOps #Experimentation
Key Takeaways
Many 'experiments' in DevOps are actually just tinkering, lacking scientific rigor and leading to flawed conclusions, which is why it's essential to apply proper experimental design
Full Article
On the failure of tinkering. Continue reading on Medium »
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