AI Automation
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Context switching is the silent killer of solo founder productivity. Here’s how to build systems that protect your focus and… Read more.
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Behind every automation breakthrough are hours of DNS fails, API errors, and midnight debugging. Here’s the real founder journey. Read more.
4–5 minutes -
Discover how one night-shift founder automated 92% of his business using Claude AI, n8n, and Blotato — while working full-time. Read more.
2–3 minutes
Methods
- Weekly field observations along fixed routes.
- Short interviews using a consistent guide.
- Sensor readings checked at the start of each session.
- Cleaning decisions documented as a changelog.
- Processing: normalized timestamps; flagged gaps; spot-checked outliers.
- Limits: some missing intervals during battery replacement.
Data & Ethics
Data
Upon request, sensitive locations have been removed from the public files. License: CC BY 4.0 for shared materials.
Ethics
Consent protocols used where applicable.
Contact
fieldnoteslab@ucc.ie