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# Description of Changes - Fix TypeScript connection examples to call `DbConnection.builder()` without `new` and include `.build()`. - Document reducer context random APIs across TypeScript, C#, Rust, and C++. - Align reducer skill determinism guidance with the documented context-provided RNG API. - Consolidates the work from #5403 and #5306 into the single daily docs audit branch `bot/docs-audit`. # API and ABI breaking changes None. Documentation and agent skill guidance only. # Expected complexity level and risk 1. This is a low-risk docs-only change plus one agent skill wording update. # Testing - [x] `pnpm --dir docs build` passed. Docusaurus emitted the existing `docusaurus-plugin-llms-txt` warning for `/docs/ask-ai/ask-ai`, then generated static files successfully. - [ ] Reviewer can check that the TypeScript connection snippets match the SDK builder API. - [ ] Reviewer can check that the reducer context RNG examples match the supported APIs for each SDK. --------- Co-authored-by: rain <rain@rain.local>