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New research:Dots vs. Muse for Developers

Scala Coding AgentsPreview

In Scala repos on public GitHub, 7,457 PRs carried an agent mark between 2026-10 window start and end, which is 16.5% of all Scala PRs. Claude Code does the most of it.

Coverage: tracks Claude Code, Codex, Copilot agent, Cursor, Devin, and Jules. Codex is measured through hosted task metadata, checked against sampled PRs. Gemini CLI and other terminal agents work through the developer's own identity, leaving nothing public we can detect yet, so they cannot be measured here. We are expanding coverage. Methodology

7,457

Agent-marked PRs

Latest month window

16.5%

Of all Scala PRs

45,110 total in window

Claude Code

Does the most Scala

87% of agent-marked PRs

20

Months tracked

Updated monthly

Who Does The Scala Work

Agent-marked PRs in Scala repos, latest month. Counts link to the live GitHub search.

Claude Code6,481 (87%)
Codex531 (7%)
Cursor314 (4%)
Devin29 (0%)
Jules16 (0%)

Scala Over Time

Agent-marked Scala PRs per month by agent, or each agent's share of them.

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