Integrations: Add W&B to your library walkthrough

[ngrayluna]

Description

Updates, fixes, word smiths Integration doc on how to add W&B to your library. Admittedly, it's not perfect. Room for future improvement. This refresher targeted:

• Make design decisions more obvious
• Re order content to resemble user flow
• Removes old, outdated images
• Adds a ton of links to relevant content pages
• Adds section on linking to W&B Registry

While I was here, I realized that one of the pages I linked to (compare runs) was confusing, incomplete. Updated that to explicitly show how to compare runs.

Related issues

• Fixes https://coreweave.atlassian.net/browse/DOCS-2536

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Project	Status	Preview	Updated (UTC)
wandb	🟢 Ready	View Preview	Aug 5, 2026, 9:30 PM

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Readability impact

Word-weighted Flesch-Kincaid grade change across 4 changed pages: -0.2 (easier).

Lower Flesch-Kincaid grade and higher reading ease both mean easier to read. This check is informational and never blocks a PR.

Human readability

Page	FK grade before	FK grade after	FK Δ	Reading ease Δ	Direction
models/integrations/add-wandb-to-any-library.mdx	10.5	9.9	-0.6	-3.3	easier
models/registry.mdx	11.4	11.2	-0.2	+0.3	easier
models/runs/compare-runs.mdx	7.7	7.7	+0.0	+0.5	unchanged
models/runs/search-runs.mdx	3.5	4.3	+0.8	-5.6	harder

AI agent comprehension

Rated 0-3 (higher is easier for an agent to parse and act on).

Page	Before	After	Δ
models/runs/compare-runs.mdx	2	2	+0
models/integrations/add-wandb-to-any-library.mdx	2	3	+1
models/registry.mdx	2	2	+0
models/runs/search-runs.mdx	3	3	+0

_{Curated-docs baseline median FK grade by type: conceptual 10.5, procedural 8.8, reference 9.4.}

From workflow run 31205079625

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✨ Added (2 total)

🖼️ Images (2)

File	Preview
images/runs/compare_metric_deltas.png	View Compare Metric Deltas
images/runs/example_compare_pinned_runs.png	View Example Compare Pinned Runs

📝 Changed (7 total)

📄 Pages (7)

File	Preview
fr/models/integrations/add-wandb-to-any-library.mdx	Add Wandb To Any Library
ja/models/integrations/add-wandb-to-any-library.mdx	Add Wandb To Any Library
ko/models/integrations/add-wandb-to-any-library.mdx	Add Wandb To Any Library
models/integrations/add-wandb-to-any-library.mdx	Add Wandb To Any Library
models/registry.mdx	Registry
models/runs/compare-runs.mdx	Compare Runs
models/runs/search-runs.mdx	Search Runs

🗑️ Deleted (3 total)

View deleted files

🖼️ Images (3)

File
images/integrations/integrations_add_any_lib_dag.png
images/integrations/integrations_add_any_lib_log.png
images/integrations/integrations_add_any_lib_runs_page.png

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📍 Deployment: c4b5a85 at 2026-08-07 18:05:53 UTC

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Images automagically compressed by Calibre's image-actions ✨

Compression reduced images by 78.7%, saving 982.3 KB.

Filename	Before	After	Improvement	Visual comparison
images/runs/example_compare_pinned_runs.png	750.9 KB	155.1 KB	79.3%	View diff
images/runs/compare_metric_deltas.png	497.7 KB	111.1 KB	77.7%	View diff