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Research Progress

A high-quality, append-only progress journal for the Forge auto-research loop. Built with Astro, project-local Impeccable design guidance, and the owned shadcn/typeset stylesheet.

Local development

npm install
npm run sync
npm run dev

npm run sync imports Markdown and assets from ../auto-research/site by default. Override it with AUTO_RESEARCH_SOURCE=/path/to/site. The sync is deliberately append-only: missing upstream entries are not deleted from this repository.

Content

Plain Markdown works without frontmatter. The sync script adds inferred metadata to copied entries. For richer entries, add frontmatter:

---
title: Spectrum + TJS full-stack comparison
description: Five matched 1024px visual comparisons.
date: 2026-07-15
kind: experiment
status: published
tags: [diffusion, z-image, performance]
featured: true
media:
  - type: comparison
    src: /assets/spectrum/reference.png
    before: /assets/spectrum/reference.png
    after: /assets/spectrum/candidate.png
    alt: Matched reference and candidate generations
    caption: Seed 0, 1024×1024, warmed runs.
  - type: video
    src: https://media.example.com/clip.mp4
    poster: /assets/posters/clip.webp
  - type: stream
    src: https://customer-CODE.cloudflarestream.com/VIDEO_ID/iframe
---

Standard Markdown images continue to work. HTML <video controls> also works in Markdown; use MDX when an entry needs custom Astro components.

Cloudflare deployment

npm run build
npx wrangler deploy

Recommended split:

  • Workers static assets for the Astro HTML/CSS/JS and small immutable images (25 MiB maximum per file).
  • Cloudflare Images for generated image delivery, transformations, responsive variants, and direct uploads.
  • R2 for originals, downloadable artifacts, datasets, and large/numerous files without egress charges.
  • Cloudflare Stream for review video: upload/encoding, adaptive bitrate playback, posters, captions, analytics, and signed URLs.

Keep stable media URLs in frontmatter. That decouples the permanent journal from where the artifact is stored.

Quality gates

npm run check
npm run build
npm run design:audit

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An evidence-first Astro progress journal for autonomous AI research

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