Code Output

Turn visibility into engineering output

Go beyond lines of code. Weave normalizes units of work based on expert benchmarks—giving you a fair, accurate view of productivity by team or individual engineers.

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Core Capabilities

Output in Weave

Weave measures engineering output. We look at every PR and answer the question: “how long would this PR take an expert engineer to complete?” The result is a standard unit to quantify output. It’s consistent and comparable across individuals, teams, languages, and organizations. Unlike flawed metrics like lines of code or number of PRs, our algorithm analyzes source code changes. It understands the meaning and impact of every change.

Trained on Expert Data

Our proprietary metric isn’t a random algorithm. It is based on thousands of hand-graded PRs from expert engineers used to train the ML model. This ground-truth data ensures that “Output” reflects real-world effort and complexity, not just character counts.

Compare Teams

Visualize output across different squads. Identify high-performing teams and those that might be blocked by technical debt.

Individual Drill-Down

View output per engineer within a team context. Spot coaching opportunities and recognize your most impactful contributors.

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