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Add blog post: AI Agent-Driven Executive Reports with Quarto#291

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adriens:hermes-quarto-helia-executive-report
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Add blog post: AI Agent-Driven Executive Reports with Quarto#291
adriens wants to merge 2 commits into
posit-dev:mainfrom
adriens:hermes-quarto-helia-executive-report

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@adriens

@adriens adriens commented Jun 3, 2026

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Summary

As per

image

New blog post showcasing Quarto as an agentic report generation target — a real-world case study from the HERMES Dev Challenge (Dev.to).

The setup:

  • Reverse-engineered the Helia mobile app APK (OPT-NC, New Caledonia) to extract private API calls
  • Go CLI snapshots voice/data/SMS consumption into DuckDB every 5 minutes
  • HERMES agent (Qwen 3.7 Max via OpenRouter) drives Quarto to generate a multi-stakeholder executive PDF

Key Quarto angle:

  • Agent autonomously writes the .qmd source, wires DuckDB SQL queries into each section, renders PDF, and iterates on styling
  • Role-playing simulation (CEO / CIO / sysadmin / programmer) drives 4 rounds of self-improvement
  • Declarative Quarto frontmatter + chunk syntax makes it naturally agentic-friendly
  • Final result: 17-page PDF, $19.57 total LLM cost, one 85-minute session

Links:

Notes for reviewers

  • This is a fork PR — auto-deploy is disabled. Please comment /deploy-preview to trigger the Netlify preview.
  • source: quarto is set so the post appears on the Quarto project blog listing.
  • Featured image (1281×721 PNG) is sourced from the Dev.to article cover — happy to swap for a Quarto PDF screenshot if preferred.

🤖 PR scaffolded with Claude Code

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netlify Bot commented Jun 3, 2026

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Deploy Preview for posit-open-source canceled.

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🔨 Latest commit c16fae6
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@github-actions

github-actions Bot commented Jun 3, 2026

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Publishing checklist

  • Get a review — request at least one reviewer on this PR
  • Check your post — once the deploy preview is ready, a comment will appear with direct links to your post
  • Check the blog listing — confirm your post appears with the correct title, image, and description
  • Merge — once everything looks good and you have an approving review, merge to main

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github-actions Bot commented Jun 3, 2026

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Preview not available

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(including you, if you have member access).

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