Good Work
Good work was Schumacher's practical criterion, as measurable in its own terms as profit or productivity though the measurement required attention to dimensions conventional economics had trained itself to ignore. Good work was simultaneously productive and developmental—the product useful, the process formative. The criterion was demanding. Most industrial work failed it. The AI transition introduces a complication his framework must stretch to accommodate: work that looks and feels like good work but is not. The counterfeit produces a useful product without developing the worker. The output is there. The growth is not. The distinction is invisible from the outside because both genuine and counterfeit produce the same observable result. It is visible only from the inside, and only to a builder who has developed the self-awareness to detect it.
In the AI Story
Consider two builders producing the same feature. The first encounters a technical problem, spends an hour understanding its source, tries three failing approaches, and on the fourth solves it with a solution reflecting genuine comprehension of the system's architecture. The second describes the problem to Claude, receives a working solution in ninety seconds, and moves on. Both ship. The first has deposited a layer of understanding informing every subsequent architectural decision. The second has deposited the completed task.
The distinction is invisible in the output and consequential over a career. The Deleuze error Segal describes in The Orange Pill—Claude's elegant but philosophically incorrect passage caught only by disciplined checking—is the individual instance. The broader pattern is work that feels creative, produces the subjective markers of flow, and yet fails to deposit what matters.
Schumacher would not argue the second builder should always choose the first builder's path. The question is one of proportion—whether the overall practice includes sufficient engagement with genuine difficulty to sustain the developmental dimension. Segal's practice of periodically discarding Claude's output and writing by hand is the discipline that distinguishes good work from counterfeit at the level of everyday practice.
The market does not reward this distinction. The builder who ships ten features in a week outperforms the builder who ships five and spends the remaining time in developmental struggle. The metric counts features, not judgment. Good work in the age of the amplifier requires structures that correct this distortion—structures that value the builder's development as a productive outcome, not merely the builder's output.
Origin
Schumacher developed the concept across his career and gave it full statement in the posthumous collection Good Work (1979), assembled from his final lectures. The concept draws directly on Buddhist economics and on the Catholic social teaching Schumacher embraced in his final years.
Key Ideas
Bilateral criterion. Product useful, process formative—both required for work to be good in the full sense.
The counterfeit. Work that produces a useful result without developing the producer—indistinguishable from the genuine article in the output metric.
Generative vs. responsive. The same day can contain both; the shifts are subtle, difficult to detect from inside, and invisible to any external measurement.
Proportion, not prohibition. The answer is not to stop using efficient tools but to ensure the overall practice preserves sufficient developmental difficulty.
Appears in the Orange Pill Cycle
Further reading
- E.F. Schumacher, Good Work (1979)
- Matthew B. Crawford, Shop Class as Soulcraft (2010)
- Richard Sennett, The Craftsman (2008)
- Alasdair MacIntyre on practices, in After Virtue (1981)