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docs: update messaging - #432

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Summary by CodeRabbit

  • Documentation
    • Reframed product positioning to present NemoClaw as an open-source reference stack and emphasize open-source models (e.g., NVIDIA Nemotron)
    • Updated availability language to state an early preview starting March 16, 2026
    • Adjusted overview and front-matter to highlight policy-based privacy/security guardrails and user control
    • Clarified onboarding and sandbox connection instructions for improved readability

@miyoungc miyoungc self-assigned this Mar 19, 2026
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📝 Walkthrough

Walkthrough

Documentation and front-matter across README.md and site docs were updated to reposition NemoClaw as an “open source reference stack,” mention open-source models (e.g., NVIDIA Nemotron), add an early preview date of March 16, 2026, and rephrase the sandbox connect wording; no code or public APIs changed.

Changes

Cohort / File(s) Summary
Core README & Landing
README.md, docs/index.md
Reworded intro to call NemoClaw an "open source reference stack"; replaced prior NVIDIA cloud/routed-inference phrasing with explicit mention of open-source models such as NVIDIA Nemotron; updated front-matter description and keywords; adjusted onboarding/connect wording and alpha preview messaging.
Overview & How It Works
docs/about/overview.md, docs/about/how-it-works.md
Updated overview front-matter and prose to emphasize policy-based guardrails, user control, and mention of open-source models plus NVIDIA OpenShell runtime; small wording tweak in how-it-works intro to reference NemoClaw specifically.
Release Notes
docs/about/release-notes.md
Changed status language to "available in early preview starting March 16, 2026" and rephrased guidance to direct readers to track changes via GitHub resources.

Estimated code review effort

🎯 2 (Simple) | ⏱️ ~10 minutes

Poem

🐰 I hopped through lines and made them bright,

A reference stack in morning light,
Nemotron whispered in the hay,
Preview blooms on March sixteenth day,
The little rabbit gives a cheer.

🚥 Pre-merge checks | ✅ 2 | ❌ 1

❌ Failed checks (1 inconclusive)

Check name Status Explanation Resolution
Title check ❓ Inconclusive The title 'docs: update messaging' is vague and generic, using non-descriptive language that doesn't convey the specific nature of the documentation changes beyond indicating they are messaging/copy updates. Consider a more specific title that captures the key messaging shift, such as 'docs: reposition NemoClaw as open source reference stack' or 'docs: update messaging and product positioning'.
✅ Passed checks (2 passed)
Check name Status Explanation
Description Check ✅ Passed Check skipped - CodeRabbit’s high-level summary is enabled.
Docstring Coverage ✅ Passed No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.

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  • Commit unit tests in branch docs/update-messaging
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🧹 Nitpick comments (5)
docs/index.md (1)

6-6: Fix product-name casing in keywords.

Use NVIDIA (all caps) in keywords instead of nvidia.

As per coding guidelines, "NVIDIA must be all caps (not Nvidia, nvidia)."

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/index.md` at line 6, The keywords array in docs/index.md uses lowercase
"nvidia"; update the entries inside the keywords list (the keywords array) to
use "NVIDIA" in all-caps (e.g., change "nvidia openshell" and "nvidia nemotron"
to "NVIDIA openshell" and "NVIDIA nemotron") so the product-name casing follows
the guidelines.
docs/about/release-notes.md (1)

23-23: Split this into one sentence per source line.

This line contains two sentences; keep one sentence per line for docs diffs/readability.

As per coding guidelines, "One sentence per line in source (makes diffs readable). Flag paragraphs where multiple sentences appear on the same line."

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/about/release-notes.md` at line 23, The line "NVIDIA NemoClaw is
available in early preview starting March 16, 2026. Use the following GitHub
resources to track changes." contains two sentences on one line; split it into
two lines so each sentence is on its own line—one line with "NVIDIA NemoClaw is
available in early preview starting March 16, 2026." and a separate next line
with "Use the following GitHub resources to track changes." in
docs/about/release-notes.md.
docs/about/overview.md (2)

6-6: Fix product-name casing in keywords.

Use NVIDIA (all caps) instead of nvidia in this metadata entry.

As per coding guidelines, "NVIDIA must be all caps (not Nvidia, nvidia)."

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/about/overview.md` at line 6, Update the keywords metadata array to use
the correct vendor casing: replace the entries containing "nvidia" with "NVIDIA"
(specifically change "nvidia openshell" and "nvidia nemotron" to "NVIDIA
openshell" and "NVIDIA nemotron") in the keywords list so the metadata uses
all-caps NVIDIA as required.

23-23: Use one sentence per source line in the overview paragraphs.

Each of these lines contains multiple sentences; split them so each sentence is on its own line.

As per coding guidelines, "One sentence per line in source (makes diffs readable). Flag paragraphs where multiple sentences appear on the same line."

Also applies to: 25-25

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/about/overview.md` at line 23, The overview paragraph currently has
multiple sentences on the same source line; split each sentence into its own
source line so diffs are readable: place "NVIDIA NemoClaw is an open source
reference stack that simplifies running [OpenClaw](https://openclaw.ai)
always-on assistants safely." on one line, "It incorporates policy-based privacy
and security guardrails, giving users control over their agents' behavior and
data handling." on the next line, and "This enables self-evolving claws to run
more safely in clouds, on prem, RTX PCs, and DGX Spark." on its own line (also
apply the same one-sentence-per-line split to the similar sentence group
referenced in the review).
docs/about/how-it-works.md (1)

23-23: Avoid filler intro phrasing in the opening line.

“This page explains …” is a generic lead-in. Start with concrete content instead. LLM pattern detected.

As per coding guidelines, "Filler introductions ("In this section, we will explore..."). Start with the content."

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/about/how-it-works.md` at line 23, The opening sentence "This page
explains the key concepts about NemoClaw at a high level." is a filler
intro—remove or replace it with a concrete lead that immediately states the core
idea; edit the document so the first line directly defines or summarizes
NemoClaw (for example, begin with a concise statement about what NemoClaw does,
its primary components, or its most important behavior) rather than using a
generic phrase, and ensure subsequent paragraphs expand on those concrete
points.
🤖 Prompt for all review comments with AI agents
Verify each finding against the current code and only fix it if needed.

Nitpick comments:
In `@docs/about/how-it-works.md`:
- Line 23: The opening sentence "This page explains the key concepts about
NemoClaw at a high level." is a filler intro—remove or replace it with a
concrete lead that immediately states the core idea; edit the document so the
first line directly defines or summarizes NemoClaw (for example, begin with a
concise statement about what NemoClaw does, its primary components, or its most
important behavior) rather than using a generic phrase, and ensure subsequent
paragraphs expand on those concrete points.

In `@docs/about/overview.md`:
- Line 6: Update the keywords metadata array to use the correct vendor casing:
replace the entries containing "nvidia" with "NVIDIA" (specifically change
"nvidia openshell" and "nvidia nemotron" to "NVIDIA openshell" and "NVIDIA
nemotron") in the keywords list so the metadata uses all-caps NVIDIA as
required.
- Line 23: The overview paragraph currently has multiple sentences on the same
source line; split each sentence into its own source line so diffs are readable:
place "NVIDIA NemoClaw is an open source reference stack that simplifies running
[OpenClaw](https://openclaw.ai) always-on assistants safely." on one line, "It
incorporates policy-based privacy and security guardrails, giving users control
over their agents' behavior and data handling." on the next line, and "This
enables self-evolving claws to run more safely in clouds, on prem, RTX PCs, and
DGX Spark." on its own line (also apply the same one-sentence-per-line split to
the similar sentence group referenced in the review).

In `@docs/about/release-notes.md`:
- Line 23: The line "NVIDIA NemoClaw is available in early preview starting
March 16, 2026. Use the following GitHub resources to track changes." contains
two sentences on one line; split it into two lines so each sentence is on its
own line—one line with "NVIDIA NemoClaw is available in early preview starting
March 16, 2026." and a separate next line with "Use the following GitHub
resources to track changes." in docs/about/release-notes.md.

In `@docs/index.md`:
- Line 6: The keywords array in docs/index.md uses lowercase "nvidia"; update
the entries inside the keywords list (the keywords array) to use "NVIDIA" in
all-caps (e.g., change "nvidia openshell" and "nvidia nemotron" to "NVIDIA
openshell" and "NVIDIA nemotron") so the product-name casing follows the
guidelines.

ℹ️ Review info
⚙️ Run configuration

Configuration used: Path: .coderabbit.yaml

Review profile: CHILL

Plan: Pro

Run ID: dc7365b3-2020-43b0-b3ce-ff94b50795fc

📥 Commits

Reviewing files that changed from the base of the PR and between ffdccaf and 525b440.

📒 Files selected for processing (5)
  • README.md
  • docs/about/how-it-works.md
  • docs/about/overview.md
  • docs/about/release-notes.md
  • docs/index.md


NemoClaw combines a lightweight CLI plugin with a versioned blueprint to move OpenClaw into a controlled sandbox.
This page explains the key concepts at a high level.
This page explains the key concepts about NemoClaw at a high level.

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This seems out of place under the 'How NemoClaw' works section.

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Brought it back.

@miyoungc
miyoungc force-pushed the docs/update-messaging branch from 525b440 to cb4ae77 Compare March 19, 2026 19:51

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🧹 Nitpick comments (4)
docs/index.md (1)

6-6: Use canonical NVIDIA capitalization in frontmatter keywords.

The keywords values use nvidia in lowercase, which violates the project word list.

As per coding guidelines, "NVIDIA must be all caps (not Nvidia, nvidia)."

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/index.md` at line 6, Update the frontmatter `keywords` array to use the
canonical all-caps "NVIDIA" for any entries that currently use lowercase
"nvidia" (e.g., change "nvidia openshell" and "nvidia nemotron" to "NVIDIA
openshell" and "NVIDIA nemotron"); locate the `keywords` frontmatter in
docs/index.md and perform a simple string-capitalization edit so the project
word list rule ("NVIDIA must be all caps") is respected.
docs/about/overview.md (3)

23-23: Split this line to one sentence per source line.

This line contains multiple sentences in a single source line, which reduces diff readability.

As per coding guidelines, "One sentence per line in source (makes diffs readable)."

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/about/overview.md` at line 23, The paragraph beginning "NVIDIA NemoClaw
is an open source reference stack..." contains multiple sentences on one source
line; split it so each sentence appears on its own line (one sentence per source
line) to improve diff readability—i.e., break after "...always-on assistants
safely.", after "...data handling.", and after "...RTX PCs, and DGX Spark." so
each sentence is its own line in the file.

6-6: Normalize NVIDIA casing in keywords.

keywords includes lowercase nvidia, which is out of spec for the word list.

As per coding guidelines, "NVIDIA must be all caps (not Nvidia, nvidia)."

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/about/overview.md` at line 6, The front-matter `keywords` array contains
lowercase "nvidia" entries; update those keyword strings so "NVIDIA" is fully
uppercase (e.g., change "nvidia openshell" and "nvidia nemotron" to "NVIDIA
openshell" and "NVIDIA nemotron") ensuring the `keywords` key still holds a
valid array and other keywords (like "nemoclaw overview" and "openclaw always-on
assistants") remain unchanged.

25-25: Apply one-sentence-per-line formatting here as well.

This line also combines multiple sentences on one source line.

As per coding guidelines, "One sentence per line in source (makes diffs readable)."

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/about/overview.md` at line 25, The paragraph containing the sentence
that starts "NemoClaw uses open source models, such as NVIDIA Nemotron..."
should be reformatted so each sentence is on its own source line: split the
combined sentence into separate lines (e.g., "NemoClaw uses open source models,
such as [NVIDIA Nemotron](https://build.nvidia.com)." on one line, "It uses the
[NVIDIA OpenShell](https://github.com/NVIDIA/OpenShell) runtime, part of the
[NVIDIA Agent Toolkit](https://docs.nvidia.com/nemo/agent-toolkit/latest)." on
the next, and "By combining open source models with built-in safety measures,
NemoClaw simplifies and secures AI agent deployment." on its own line), keep
links and punctuation unchanged, and ensure no line contains more than one
sentence for better diffs.
🤖 Prompt for all review comments with AI agents
Verify each finding against the current code and only fix it if needed.

Nitpick comments:
In `@docs/about/overview.md`:
- Line 23: The paragraph beginning "NVIDIA NemoClaw is an open source reference
stack..." contains multiple sentences on one source line; split it so each
sentence appears on its own line (one sentence per source line) to improve diff
readability—i.e., break after "...always-on assistants safely.", after "...data
handling.", and after "...RTX PCs, and DGX Spark." so each sentence is its own
line in the file.
- Line 6: The front-matter `keywords` array contains lowercase "nvidia" entries;
update those keyword strings so "NVIDIA" is fully uppercase (e.g., change
"nvidia openshell" and "nvidia nemotron" to "NVIDIA openshell" and "NVIDIA
nemotron") ensuring the `keywords` key still holds a valid array and other
keywords (like "nemoclaw overview" and "openclaw always-on assistants") remain
unchanged.
- Line 25: The paragraph containing the sentence that starts "NemoClaw uses open
source models, such as NVIDIA Nemotron..." should be reformatted so each
sentence is on its own source line: split the combined sentence into separate
lines (e.g., "NemoClaw uses open source models, such as [NVIDIA
Nemotron](https://build.nvidia.com)." on one line, "It uses the [NVIDIA
OpenShell](https://github.com/NVIDIA/OpenShell) runtime, part of the [NVIDIA
Agent Toolkit](https://docs.nvidia.com/nemo/agent-toolkit/latest)." on the next,
and "By combining open source models with built-in safety measures, NemoClaw
simplifies and secures AI agent deployment." on its own line), keep links and
punctuation unchanged, and ensure no line contains more than one sentence for
better diffs.

In `@docs/index.md`:
- Line 6: Update the frontmatter `keywords` array to use the canonical all-caps
"NVIDIA" for any entries that currently use lowercase "nvidia" (e.g., change
"nvidia openshell" and "nvidia nemotron" to "NVIDIA openshell" and "NVIDIA
nemotron"); locate the `keywords` frontmatter in docs/index.md and perform a
simple string-capitalization edit so the project word list rule ("NVIDIA must be
all caps") is respected.

ℹ️ Review info
⚙️ Run configuration

Configuration used: Path: .coderabbit.yaml

Review profile: CHILL

Plan: Pro

Run ID: 9f2d8af6-1762-4621-a156-584095852cdd

📥 Commits

Reviewing files that changed from the base of the PR and between 525b440 and cb4ae77.

📒 Files selected for processing (5)
  • README.md
  • docs/about/how-it-works.md
  • docs/about/overview.md
  • docs/about/release-notes.md
  • docs/index.md
✅ Files skipped from review due to trivial changes (2)
  • docs/about/release-notes.md
  • docs/about/how-it-works.md

@miyoungc
miyoungc requested a review from drobison00 March 19, 2026 19:58

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🧹 Nitpick comments (1)
README.md (1)

9-9: Use hyphenated compound adjectives for “open-source.”

On Line 9, both “open source reference stack” and “open source models” should be hyphenated in adjectival use for grammatical consistency.

Proposed edit
-NVIDIA NemoClaw is an open source reference stack that simplifies running [OpenClaw](https://openclaw.ai) always-on assistants safely. It installs the [NVIDIA OpenShell](https://github.com/NVIDIA/OpenShell) runtime, part of [NVIDIA Agent Toolkit](https://docs.nvidia.com/nemo/agent-toolkit/latest), a secure environment for running autonomous agents, and open source models such as [NVIDIA Nemotron](https://build.nvidia.com).
+NVIDIA NemoClaw is an open-source reference stack that simplifies running [OpenClaw](https://openclaw.ai) always-on assistants safely. It installs the [NVIDIA OpenShell](https://github.com/NVIDIA/OpenShell) runtime, part of [NVIDIA Agent Toolkit](https://docs.nvidia.com/nemo/agent-toolkit/latest), a secure environment for running autonomous agents, and open-source models such as [NVIDIA Nemotron](https://build.nvidia.com).
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@README.md` at line 9, The README line contains unhyphenated adjectival
phrases "open source reference stack" and "open source models"; update both to
use the hyphenated compound adjective "open-source" (so replace those
occurrences in README.md) to read "open-source reference stack" and "open-source
models" for grammatical consistency.
🤖 Prompt for all review comments with AI agents
Verify each finding against the current code and only fix it if needed.

Nitpick comments:
In `@README.md`:
- Line 9: The README line contains unhyphenated adjectival phrases "open source
reference stack" and "open source models"; update both to use the hyphenated
compound adjective "open-source" (so replace those occurrences in README.md) to
read "open-source reference stack" and "open-source models" for grammatical
consistency.

ℹ️ Review info
⚙️ Run configuration

Configuration used: Path: .coderabbit.yaml

Review profile: CHILL

Plan: Pro

Run ID: e8e81cc8-272b-414e-98ba-469d997633ac

📥 Commits

Reviewing files that changed from the base of the PR and between cb4ae77 and e3af593.

📒 Files selected for processing (1)
  • README.md

@miyoungc
miyoungc force-pushed the docs/update-messaging branch from e3af593 to cb4ae77 Compare March 19, 2026 20:50
@miyoungc
miyoungc force-pushed the docs/update-messaging branch from cb4ae77 to 58c8ac9 Compare March 19, 2026 20:50

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🧹 Nitpick comments (3)
docs/index.md (1)

6-6: Fix product-name casing in keywords metadata.

The keyword values use incorrect casing (nemoclaw, openclaw, nvidia openshell, nvidia nemotron).
Use canonical forms (NemoClaw, OpenClaw, NVIDIA, OpenShell) to match the docs word list.

As per coding guidelines, "NVIDIA must be all caps (not Nvidia, nvidia)." and "NemoClaw, OpenClaw, and OpenShell must use correct casing."

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/index.md` at line 6, Update the keywords metadata array so product names
use the canonical casing: replace "nemoclaw" with "NemoClaw", "openclaw
always-on assistants" with "OpenClaw always-on assistants" (or adjust the token
to "OpenClaw" if you prefer single keywords), "nvidia openshell" with "NVIDIA
OpenShell" (ensure NVIDIA is all caps) and "nvidia nemotron" with "NVIDIA
Nemotron"; edit the keywords array defined as keywords: [...] in the
docs/index.md frontmatter to apply these exact replacements.
docs/about/overview.md (2)

6-6: Normalize keywords casing to the approved product names.

keywords currently uses lowercase variants (nemoclaw, openclaw, nvidia openshell, nvidia nemotron).
Please align with the approved casing in the style guide.

As per coding guidelines, "NVIDIA must be all caps (not Nvidia, nvidia)." and "NemoClaw, OpenClaw, and OpenShell must use correct casing."

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/about/overview.md` at line 6, Update the YAML `keywords` entry to use
the approved product name casing: replace "nemoclaw" with "NemoClaw", "openclaw
always-on assistants" with "OpenClaw always-on assistants" (or "OpenClaw" if
trimming), and change "nvidia openshell" and "nvidia nemotron" to "NVIDIA
OpenShell" and "NVIDIA Nemotron" respectively; ensure the `keywords` array
preserves the same items but with exact casing and punctuation as per the style
guide.

23-23: Split this into one sentence per line and use second person for reader-directed text.

This line contains multiple sentences on one source line and uses third person ("users") while describing reader control.
Please break sentences onto separate lines and use "you" for reader-facing statements.

As per coding guidelines, "One sentence per line in source (makes diffs readable)." and "Second person ('you') when addressing the reader."

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/about/overview.md` at line 23, Split the sentence that begins with
"NVIDIA NemoClaw is an open source reference stack..." into one sentence per
source line, and rewrite reader-directed parts to use second person ("you")
instead of "users" — e.g., turn "giving users control over their agents'
behavior and data handling" into "giving you control over your agents' behavior
and data handling." Ensure each sentence ends on its own line and preserve the
original meaning about policy-based privacy/security guardrails and deployment
targets (clouds, on prem, RTX PCs, and DGX Spark).
🤖 Prompt for all review comments with AI agents
Verify each finding against the current code and only fix it if needed.

Nitpick comments:
In `@docs/about/overview.md`:
- Line 6: Update the YAML `keywords` entry to use the approved product name
casing: replace "nemoclaw" with "NemoClaw", "openclaw always-on assistants" with
"OpenClaw always-on assistants" (or "OpenClaw" if trimming), and change "nvidia
openshell" and "nvidia nemotron" to "NVIDIA OpenShell" and "NVIDIA Nemotron"
respectively; ensure the `keywords` array preserves the same items but with
exact casing and punctuation as per the style guide.
- Line 23: Split the sentence that begins with "NVIDIA NemoClaw is an open
source reference stack..." into one sentence per source line, and rewrite
reader-directed parts to use second person ("you") instead of "users" — e.g.,
turn "giving users control over their agents' behavior and data handling" into
"giving you control over your agents' behavior and data handling." Ensure each
sentence ends on its own line and preserve the original meaning about
policy-based privacy/security guardrails and deployment targets (clouds, on
prem, RTX PCs, and DGX Spark).

In `@docs/index.md`:
- Line 6: Update the keywords metadata array so product names use the canonical
casing: replace "nemoclaw" with "NemoClaw", "openclaw always-on assistants" with
"OpenClaw always-on assistants" (or adjust the token to "OpenClaw" if you prefer
single keywords), "nvidia openshell" with "NVIDIA OpenShell" (ensure NVIDIA is
all caps) and "nvidia nemotron" with "NVIDIA Nemotron"; edit the keywords array
defined as keywords: [...] in the docs/index.md frontmatter to apply these exact
replacements.

ℹ️ Review info
⚙️ Run configuration

Configuration used: Path: .coderabbit.yaml

Review profile: CHILL

Plan: Pro

Run ID: 499cc6ce-6202-44bc-9948-21c7fba747d0

📥 Commits

Reviewing files that changed from the base of the PR and between e3af593 and 58c8ac9.

📒 Files selected for processing (5)
  • README.md
  • docs/about/how-it-works.md
  • docs/about/overview.md
  • docs/about/release-notes.md
  • docs/index.md
✅ Files skipped from review due to trivial changes (2)
  • docs/about/release-notes.md
  • docs/about/how-it-works.md

@miyoungc
miyoungc merged commit 3e7eb71 into main Mar 19, 2026
4 checks passed
@coderabbitai coderabbitai Bot mentioned this pull request Mar 20, 2026
16 tasks
Ryuketsukami pushed a commit to Ryuketsukami/NemoClaw that referenced this pull request Mar 24, 2026
* update messaging

* bring the intro sentence back
jessesanford pushed a commit to jessesanford/NemoClaw that referenced this pull request Mar 24, 2026
* update messaging

* bring the intro sentence back
mafueee pushed a commit to mafueee/NemoClaw that referenced this pull request Mar 28, 2026
@wscurran wscurran added area: docs Documentation, examples, guides, or docs build chore Build, CI, dependency, or tooling maintenance and removed documentation labels Jun 3, 2026
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