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For every $1 spent on AI coding tools, only $0.18 reaches production. Analyzed 1M+ PRs to find where the rest goes.

tokenmaxxing is the new AI slop Posting from our company account, so the usual disclaimer: we build code review and reliability tooling, and that access is how we got this data. Pulled 1M+ pull requests across 2,444 engi

For every $1 spent on AI coding tools, only $0.18 reaches production. Analyzed 1M+ PRs to find where the rest goes.
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