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TRACK 04
Measuring engineering in the age of agents
Why tokens fail as a productivity metric, and how DORA, developer experience and cohorts can measure the real impact of AI.
2 articles- 01
Tokens as a productivity metric: where that interpretation breaks down
At a company where I worked, someone proposed using token consumption as one of the indicators for tracking LLMs' impact on developer productivity. The executive's reasoning started with data already available: the provider allowed…
· 7 min read - 02
DORA, Developer Experience, and cohorts: how I would measure AI’s impact on engineering
Part 2 of 2 - Measuring engineering in the age of agents
· 9 min read