Bump typescript from 5.4.2 to 5.9.3 and update docs/advanced-usage.md (#1094)

* Bump typescript from 5.4.2 to 5.8.3

Bumps [typescript](https://github.com/microsoft/TypeScript) from 5.4.2 to 5.8.3.
- [Release notes](https://github.com/microsoft/TypeScript/releases)
- [Changelog](https://github.com/microsoft/TypeScript/blob/main/azure-pipelines.release-publish.yml)
- [Commits](https://github.com/microsoft/TypeScript/compare/v5.4.2...v5.8.3)

---
updated-dependencies:
- dependency-name: typescript
  dependency-version: 5.8.3
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>

* Update header text from 'Linux' to 'Ubuntu'

* update target to ES2022

---------

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: priya-kinthali <priya-kinthali@github.com>