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Automation Threshold

concept 3 connections

Schirp's second threshold: all the tooling layered above the ecosystem — TDD, DDD, linters, mutation testing, type systems (Sorbet, RBS), property-based tests, custom rules, CI gates. This is where investment pays off. Raising it shrinks the gap to the contribution threshold and increases the fraction of contributions automatically rejected before a human (or LLM) can merge them. Ruby's low ecosystem threshold makes the automation threshold significantly more important than in stricter languages, and LLMs raise the stakes further because they multiply the number of contributions being thrown at the wall.

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practice
about
Automation Threshold concept
Question asks where to stop investing in this layer.
about
Automation Threshold concept
Central lever the talk advocates raising.
related_to
Automation Threshold concept
Second threshold in the model.

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