Quantitative Survey: Hardware Release Gates & KiCad Review Workflow
Goal: Quantify release pain points, CI adoption barriers, and willingness to pay among professional KiCad engineering teams. Target Sample Size: N = 50–100 respondents across hardware startups, mid-market IoT, and robotics firms.
1. Survey Metadata & Hypotheses
- Primary Hypothesis: > 65% of hardware teams experience at least one fabrication re-spin per year caused by avoidable BOM, footprint, or export synchronization errors.
- Secondary Hypothesis: > 80% of teams using GitHub for KiCad want automated PR change impact summaries without uploading design files to third-party clouds.
2. Survey Questions
Section 1: Demographics & Tech Stack
- What is your primary role?
- [ ] Electrical Engineer / Hardware Designer
- [ ] Hardware Engineering Manager / Director
- [ ] Embedded Systems / Firmware Engineer
- [ ] PCB Layout Specialist
-
[ ] Other: ______
-
How many active hardware engineers are on your team?
- [ ] 1–2
- [ ] 3–10
- [ ] 11–25
-
[ ] 26+
-
Which KiCad version(s) do you actively use in production?
- [ ] KiCad 9
- [ ] KiCad 8
- [ ] KiCad 7 or older
-
[ ] KiCad Nightly / v10 development
-
Where do you host and version-control your hardware repositories?
- [ ] GitHub (Cloud / Enterprise)
- [ ] GitLab (Cloud / Self-hosted)
- [ ] Bitbucket
- [ ] Local Git / Network drives only
Section 2: Review Workflow & Release Pain
- How does your team review hardware pull requests or commits today? (Select all that apply)
- [ ] Manual visual inspection in KiCad desktop
- [ ] Screenshots pasted into PR comments
- [ ] PDF schematic diffs / manual exports
- [ ] Automated CI checks (DRC / ERC scripts)
-
[ ] We do not perform formal PR reviews for hardware
-
In the past 12 months, how many board fabrication re-spins did your team experience?
- [ ] 0
- [ ] 1–2
- [ ] 3–5
-
[ ] 6+
-
What was the primary root cause of your most expensive hardware defect?
- [ ] Incorrect or missing BOM Part Number (MPN)
- [ ] Footprint pinout or polarity mismatch
- [ ] Fabrication output mismatch (stale Gerbers / Drill / CPL)
- [ ] Mechanical / board outline clearance issue
- [ ] Firmware/Hardware pin assignment conflict
- [ ] Other: ______
Section 3: Value Proposition & Pricing
- If an automated GitHub Action could analyze every KiCad PR and report exactly what changed with risk indicators, how valuable would this be?
- [ ] Essential / Must-have
- [ ] Very useful
- [ ] Nice to have
-
[ ] Not useful
-
What is your organization's stance on uploading hardware design files (schematics/PCBs) to third-party cloud SaaS?
- [ ] Strictly forbidden (requires 100% local/self-hosted processing)
- [ ] Discouraged / requires infosec approval
- [ ] Allowed if SOC 2 / GDPR compliant
-
[ ] No restrictions
-
What pricing model would your team prefer for a hardware release gate?
- [ ] Free open-source core CLI + paid team collaboration features ($20–$50/seat/month)
- [ ] Flat organization license ($250–$1,000/year)
- [ ] Pay-per-manufactured board release
- [ ] Free open-source only