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Equation 5 · Part 2 · What Changes When a Whole Team Adopts Claude Code, Not Just One Developer

Symbol g

S(g)=1(1−p)+p/g,lim⁡g→∞S(g)=11−p.S(g) = \frac{1}{(1-p) + p/g}, \qquad \lim_{g \to \infty} S(g) = \frac{1}{1-p}.
gg

What this part means

g occurs below the fraction bar. The quantity above the bar is divided by this expression; zero is excluded as a denominator.

Its job in the formula

g occurs below the fraction bar. The quantity above the bar is divided by this expression; zero is excluded as a denominator.

The passage around this formula

…Let p be the share of a change’s total cycle time that code generation itself used to consume before Claude Code, so (1-p) is the share consumed by review and everything else. If generation alone speeds up by a factor g , total cycle time scales as (1-p) + p/g , and the achievable speed-up in total cycle time is S(g)=1(1−p)+p/g,lim⁡g→∞S(g)=11−pS(g) = \frac{1}{(1-p) + p/g}, \qquad \lim_{g \to \infty} S(g) = \frac{1}{1-p}. Amdahl’s law was originally about parallel processors, not engineering teams, but the constraint has the same shape: a serial bottleneck that does not scale caps the benefit of…

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Learn the underlying idea

A variable is a named place for a value. Its letter is a local label: x can mean position in one formula and a data point in another.

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Sources cited in the article section

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