White-collar sweatshops
Gottlieb traces how law firms in the 1980s abandoned partnership models for industrial efficiency, transforming professional work from craft to billable-hour production.
The essay illuminates a broader pattern: how technology and financial pressure reshape knowledge work into something closer to manufacturing, despite the pretense of creative collaboration.
For product directors this is essential context for understanding why so many organisations feel soulless despite good intentions — the structural forces that turn craft into process are stronger than individual choice.
The analysis connects directly to Conway's Law and the library's work on how organisational structure shapes output, but from the worker experience rather than the systems perspective.
Central argument
Gottlieb argues that 1980s law firms were the early laboratory for a transformation now visible across all knowledge work: the deliberate dismantling of partnership and craft models in favour of industrial throughput logic, driven by financial pressure and enabled by technology. The billable hour became the mechanism by which professional judgment was subordinated to measurable output, stripping work of the discretion and mastery that had previously defined it. The deeper thesis is that this is structural, not cultural — good intentions and collaborative rhetoric cannot reverse a model built on extraction of quantified labour.
Critique
The essay risks overstating the coherence and intentionality of the shift it describes — what looks like a deliberate dismantling of craft may in many cases have been the uncoordinated result of competitive market pressure rather than a designed transformation. This matters because if the cause is systemic and diffuse rather than architectural, the implied remedies — redesigning firm structure — may be insufficient or misdirected. A reader could also reasonably ask whether some pre-1980s partnership models are being romanticised, given that they routinely excluded women and minorities from the craft and its rewards.
Why it matters for product
Product directors operating under OKR regimes and velocity metrics are reproducing the billable-hour logic Gottlieb describes — converting discovery and design, activities that require discretion and judgment, into throughput measured in tickets closed or features shipped. The essay sharpens the diagnosis behind a familiar problem: teams that feel like they are executing rather than thinking are not suffering from a motivation failure but from a structural one, where measurement systems have replaced professional judgment as the governing mechanism. This connects directly to decisions about how product work is scoped, estimated, and reported upward — the places where craft is most quietly surrendered.