The Economics of Software Teams: Why Most Engineering Orgs Are Flying Blind

Engineers meet the bill: €4k a day and nobody’s counting

TLDR: The post says an eight-person engineering team costs ~€87k per month and an internal platform must save ~13.4 hours per engineer monthly to break even. Commenters battled over hard ROI vs. speed, AI-written code quality, wording deemed ableist, and whether these costs only fit bloated big-company budgets.

Turns out eight engineers can cost about €87,000 a month—roughly €4,000 per working day—and the comments went feral. The post claims most teams don’t track this, and that internal “platform” teams must save about three hours per engineer per week just to break even. Cue the ROI police: “Where’s the 3–5x return?” one leader cried, saying teams burn quarters on tools that save “20 minutes a week.” Others dragged popular prioritization scores like RICE and WSJF for dodging real money math.

Then the AI agents food fight: fans said let LLMs crank out boring code and free humans for real work; skeptics warned that speed today is maintenance hell tomorrow. One commenter waved off the risk for “non-critical” code; another asked who cleans up when the bot’s gone.

Drama subplot: the title’s “flying blind” wording got called out as ableist, setting off a style-guide skirmish over language. Meanwhile, small-company folks pushed back on the costs as “big-corp math,” arguing lean teams don’t lug the HR-and-manager parade.

Jokes flew: “Finance just discovered GitHub,” “three hours a week = one long standup,” and “hire an LLM intern—paid in pizza.” Beneath the memes, a message landed: if teams can’t show savings or revenue, the budget axe has receipts.

Key Points

  • Estimated fully loaded cost for a Western Europe software engineer is ~€130,000 per year; an eight-engineer team costs ~€1,040,000 annually (~€87,000 per month).
  • Many organizations lack visibility into engineering costs, leading to unpriced decisions that affect prioritization and capital allocation.
  • For an internal platform team of eight serving 100 engineers, break-even requires saving ~1,340 hours per month (~13.4 hours per engineer per month).
  • Time saved is the primary value metric for internal platforms; reduced outages also contribute direct financial value.
  • The article argues break-even is insufficient and references Leah Tharin’s analysis, while also noting LLMs may shift assumptions about the value of large engineering headcount.

Hottest takes

“Most eng leaders never internalize the 3–5x return” — jiusanzhou
“Using ‘blind’ to mean ‘ignorant’ turns a condition into an insult” — lynx97
“The obvious objection is that code produced at that speed becomes unmanageable” — SpicyLemonZest
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