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Keith Staggers

Contributing Writer

Keith Staggers

Keith Staggers is an AI trainer and automation builder based in Tampa, Florida. He creates practical exercises for testing workflows and checking their results. Website: https://www.keithstaggers.com/.

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Latest from Keith

Blogs

Stop Overlapping Cron Jobs With a File Lock

At 10:00, a report job starts rebuilding a shared working directory. At 10:05, its next scheduled run begins. The first process is still uploading. Now two processes can delete, replace or publish each other’s files. Moving the schedule to every 10 minutes buys time. It does not establish who may enter that directory. For a […]

Oct 26, 2026 · 3 min