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Merged
JinxinWonderWorld merged 1 commit into from
Aug 11, 2026
Merged

docs: link ComfyResearch blog from README #10

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7 changes: 2 additions & 5 deletions README.md
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Expand Up @@ -22,13 +22,10 @@
/>
</p>

> [!WARNING]
> ComfyResearch is under active development. The documented core is tested,
> but APIs and saved-artifact formats do not yet promise compatibility across
> untagged development revisions.

ComfyResearch is a local visual workbench for AI and machine-learning research. Connect a dataset, model, loss, optimizer, and Trainer; attach Observables to measure learning dynamics; then run the graph through a FastAPI and PyTorch backend.

Read [ComfyResearch: See How Learning Happens](https://meta-circle.com/blog/comfyresearch-see-how-learning-happens) for a visual introduction to the workbench and the learning dynamics it is designed to reveal.

<p>
<a href="https://online.comfy-research.com/"><img src="https://img.shields.io/badge/Try_online-29252D?style=for-the-badge" alt="Try online" align="middle" /></a>&nbsp;&nbsp;Explore ComfyResearch in your browser before installing it locally.
</p>
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7 changes: 5 additions & 2 deletions tests/test_readme_contracts.py
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Expand Up @@ -59,11 +59,14 @@ def test_readme_uses_onboarding_overview_before_reproduction_result() -> None:
assert source.index(overview) < source.index(result)


def test_readme_states_maturity_and_first_run_success() -> None:
def test_readme_states_maturity_links_blog_and_first_run_success() -> None:
source = README.read_text()

assert "Status-Pre--release" in source
assert "do not yet promise compatibility" in source
assert (
"https://meta-circle.com/blog/comfyresearch-see-how-learning-happens"
in source
)
assert "## Why ComfyResearch" in source
assert "## How it works" in source
assert "### Success checkpoint" in source
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