The ROI of Automation: Do the Math on Manual Work
12 weekly hours of copy-paste is a $40k-a-year problem and usually a $15k fix. Here's the arithmetic, including the costs nobody models.
Read article → FDE FundamentalsA Day in the Life of an FDE (It's Not What You Think)
Hour by hour through a real FDE day: morning standup at the client site, a two-millimeter bug by lunch, shipping by four.
Read article → Case Studies & StoriesDismantling a Spreadsheet Empire Without a Coup
One ops manager, 47 linked spreadsheets, and the year-long gentle migration that retired 42 of them without breaking the business.
Read article → Tools & StackPython Automation: The FDE's Swiss Army Knife
Glue code, data munging, scheduled jobs — the unglamorous Python patterns behind most FDE quick wins, and when to put the laptop down.
Read article → Prototyping & DeliveryWhy FDEs Ship in Days, Not Months
Embedded engineers don't code faster; they wait less. Context collapse, no telephone game, and permission to be imperfect, explained as mechanics.
Read article → AI & DataYour First Data Pipeline: An FDE's Week-One Build
Pull on a schedule, land it raw, model it once, show it somewhere. The boring starter pipeline that replaces the Monday export ritual in a week.
Read article → Industry PlaybooksFDE on the Factory Floor: A Manufacturing Playbook
MES systems from 2004, machines with serial ports and opinions, and Dave, who knows why line 3 jams on humid days. Where an FDE starts in manufacturing.
Read article → Hiring & CareersFDE Job Description Template (Steal This)
A copy-paste forward deployed engineer job description template that leads with shipping, admits the messy parts, and filters consultants out.
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