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feat(library): AI coding-agent benchmark: a reproducible test of debugging, test generation, and refactoring - #8064

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feat/library-reproducible-ai-coding-agent-benchmark-20260920-181825
Sep 20, 2026
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waleedlatif1 merged 2 commits into
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feat/library-reproducible-ai-coding-agent-benchmark-20260920-181825

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@icecrasher321

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Summary

  • Adds the AI coding-agent benchmark: a reproducible test of debugging, test generation, and refactoring

Type of Change

  • New content

Testing

Validated frontmatter/author against the Zod schema and MDX compile (remark-gfm) locally. Tested manually.

Checklist

  • Code follows project style guidelines
  • Self-reviewed my changes
  • Tests added/updated and passing
  • No new warnings introduced
  • I confirm that I have read and agree to the terms outlined in the Contributor License Agreement (CLA)

@icecrasher321

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@cubic review

@icecrasher321

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@greptile

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vercel Bot commented Sep 20, 2026

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The latest updates on your projects. Learn more about Vercel for GitHub.

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@cubic-dev-ai

cubic-dev-ai Bot commented Sep 20, 2026

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@cubic review

@icecrasher321 I have started the AI code review. It will take a few minutes to complete.

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No issues found across 2 files

Confidence score: 5/5

  • Automated review surfaced no issues in the provided summaries.
  • No files require special attention.

Re-trigger cubic

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No issues found across 2 files

Confidence score: 5/5

  • Automated review surfaced no issues in the provided summaries.
  • No files require special attention.

Re-trigger cubic

@greptile-apps

greptile-apps Bot commented Sep 20, 2026

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RetriggerConfidence Score: 5/5

The PR appears safe to merge with no outstanding actionable findings.

Summary

Adds a published library article defining a reproducible benchmark for evaluating AI coding agents across debugging, test generation, and refactoring.

  • Documents the proposed task set, scoring methodology, reproducibility controls, and reporting format.
  • Clearly marks results and downloadable artifacts as pending the public benchmark run.
  • Includes a dedicated cover image for the article.

Reviews (2) · Last reviewed commit: "Pi Babysit: address PR #8064 feedback"

Comment thread apps/sim/content/library/reproducible-ai-coding-agent-benchmark/index.mdx Outdated
@icecrasher321

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@cubic review

@icecrasher321

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@greptile

@cubic-dev-ai

cubic-dev-ai Bot commented Sep 20, 2026

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@cubic review

@icecrasher321 I have started the AI code review. It will take a few minutes to complete.

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No issues found across 2 files

Confidence score: 5/5

  • Automated review surfaced no issues in the provided summaries.
  • No files require special attention.

Re-trigger cubic

@waleedlatif1
waleedlatif1 merged commit bc97b72 into staging Sep 20, 2026
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@waleedlatif1
waleedlatif1 deleted the feat/library-reproducible-ai-coding-agent-benchmark-20260920-181825 branch September 20, 2026 18:32

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2 participants