How often do you deploy changes to production?
- Multiple times per day
- Daily
- Weekly
- Every 2 to 4 weeks
- Monthly or less
In the past 30 days, how many user-impacting incidents did your team handle?
In the past 90 days, how often have you observed the following symptoms?
Are you part of an on-call rotation for production services?
In the past 30 days, about how many pages or high-priority alerts did you personally receive? (Enter 0 if none)
Rank on-call pain points from most to least painful. (If you are not on call, you may skip this.)
How confident are you that error handling is robust across critical user and system paths today?
Please describe the most important error-handling gap you noticed in the past 90 days. What was the impact, and how was it addressed (if at all)?
Max 600 chars
Rate the overall usefulness of alerts during incidents (signal-to-noise, clarity, actionability).
Allocate 100 points across the SLA/SLO dimensions that matter most to your team.
What is your primary role?
- Software engineer (IC)
- Tech lead/Engineering manager
- SRE/DevOps/Platform
- Data/ML engineer
- QA/Testing
- Architect
- Product manager
- Other
How many years of professional software experience do you have?
Approximately how large is your company?
- 1–10
- 11–50
- 51–200
- 201–1,000
- 1,001–5,000
- 5,001+
Which industry best describes your organization?
- SaaS/B2B software
- Consumer internet
- Financial services/Fintech
- Healthcare/Life sciences
- Gaming
- Media/Entertainment
- Retail/E-commerce
- Industrial/IoT
- Government/Public sector
- Other
Where are you primarily located?
- North America
- Europe
- APAC
- Latin America
- Middle East/Africa
What is the typical size of the team responsible for your primary service/system?
Attention check: To confirm you are paying attention, please select “Agree.”
- Strongly disagree
- Disagree
- Neutral
- Agree
- Strongly agree
If you could trade performance or features for greater stability, what would you change first, and why?
Max 600 chars
Welcome! This brief survey takes about 7–10 minutes. Your responses are confidential and used in aggregate only.
AI Interview: 2 Follow-up Questions on Reliability and SLAs
Thank you for your time—your input will help us focus on the reliability outcomes that matter most.