Skip to content

Add OpenUI token cost analysis#59

Open
Aroesler1 wants to merge 2 commits into
thesysdev:mainfrom
Aroesler1:aroesler1-openui-token-cost
Open

Add OpenUI token cost analysis#59
Aroesler1 wants to merge 2 commits into
thesysdev:mainfrom
Aroesler1:aroesler1-openui-token-cost

Conversation

@Aroesler1
Copy link
Copy Markdown

Summary

Validation

  • npx --yes markdownlint-cli "Articles/The Token Cost of Beautiful AI - OpenUI Lang vs AI SDK vs JSON.md"
  • git diff --check HEAD~1..HEAD
  • xmllint --noout assets/openui-token-cost-comparison.svg

Issue: #4

Disclosure: AI-assisted with Codex; reviewed, linted, and validated before submission.

Signed-off-by: Alex Roesler <183014507+Aroesler1@users.noreply.github.com>
Copy link
Copy Markdown

Copilot AI left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Pull request overview

Adds new written content analyzing output-token costs for equivalent UI fixtures across OpenUI Lang, compact JSON payloads, and AI SDK-style tool-call envelopes, including a benchmark chart asset.

Changes:

  • Added a benchmark-focused article with token counts, cost projections, and discussion of tradeoffs (structure, tool-call wrapping, streaming, component-library context).
  • Added a self-contained SVG bar chart visualizing the benchmark totals.

Reviewed changes

Copilot reviewed 1 out of 2 changed files in this pull request and generated 1 comment.

File Description
Articles/The Token Cost of Beautiful AI - OpenUI Lang vs AI SDK vs JSON.md New article with methodology, benchmark table, cost math, and narrative comparison.
assets/openui-token-cost-comparison.svg New SVG chart illustrating total token counts and relative overhead.

💡 Add Copilot custom instructions for smarter, more guided reviews. Learn how to get started.

Comment on lines +44 to +49
OpenUI source references for the UI-native path:

- `packages/lang-core/src/parser/parser.ts`
- `packages/lang-core/src/parser/statements.ts`
- `packages/react-lang/src/Renderer.tsx`
- `packages/react-lang/src/hooks/useOpenUIState.ts`
Signed-off-by: Alex Roesler <183014507+Aroesler1@users.noreply.github.com>
@Aroesler1
Copy link
Copy Markdown
Author

Addressed the review note about source references in commit c8f9061: the article now explicitly says the paths are from the upstream thesysdev/openui repository and links each reference to the pinned upstream commit af14af1adedc4de1e76766655baabb4ca5f283d4.

Revalidated after the change:

  • npx --yes markdownlint-cli "Articles/The Token Cost of Beautiful AI - OpenUI Lang vs AI SDK vs JSON.md"
  • git diff --check HEAD~1..HEAD
  • xmllint --noout assets/openui-token-cost-comparison.svg

@entelligence-ai-pr-reviews
Copy link
Copy Markdown


Confidence Score: 5/5 - Safe to Merge

Safe to merge — this PR adds OpenUI token cost analysis functionality with no identified issues across the reviewed code. The automated review found zero critical, significant, or medium-severity concerns, and there are no unresolved pre-existing comments that would block merging. The PR appears well-scoped and introduces token cost tracking capability in a clean manner.

Key Findings:

  • No issues were identified by the automated review across all changed files — zero critical, significant, or medium-severity findings.
  • No pre-existing unresolved review comments exist that would indicate carry-over technical debt or unaddressed concerns from prior reviews.
  • The PR is focused on a well-defined feature (token cost analysis for OpenUI) which limits the blast radius and reduces integration risk.

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

2 participants