The best platform work reduces friction without hiding the system from the people who operate it.
Automation accelerates delivery, but engineering judgment decides what should be automated.
Not everything benefits from automation. Some decisions require context, nuance, or accountability that automation can’t provide. The value isn’t in automating everything—it’s in automating the right things.
Good automation candidates:
- Repetitive tasks - Things done the same way every time
- Well-defined processes - Clear inputs, outputs, and rules
- Fast feedback - Results can be validated quickly
- Low-risk operations - Failures are recoverable
Bad automation candidates:
- One-off tasks - The automation takes longer than doing it once
- Ambiguous requirements - The rules keep changing
- High-consequence decisions - Mistakes are expensive or dangerous
- Context-dependent work - Each situation is meaningfully different
Automation should enhance human capability, not replace human judgment.