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docs: clarify subscriber delivery and shutdown - #518

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Jul 21, 2026
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docs: clarify subscriber delivery and shutdown#518
rapids-bot[bot] merged 4 commits into
NVIDIA:release/0.6from
willkill07:wkk_docs/relay-541-subscriber-delivery

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@willkill07

@willkill07 willkill07 commented Jul 21, 2026

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Overview

Clarify when NeMo Relay subscribers and observability exporters finish processing events, including the behavior during graceful and abrupt shutdown.

  • I confirm this contribution is my own work, or I have the right to submit it under this project's license.
  • I searched existing issues and open pull requests, and this does not duplicate existing work.

Details

  • Define emitted, delivered, and exported events in the subscriber concept documentation.
  • Document the shared subscriber flush barrier and the downstream barriers for ATOF, ATIF, OpenTelemetry, and OpenInference.
  • Explain the file and stream differences for ATOF, including the limits of process-writer flushing and abrupt termination.
  • Clarify ATIF export timing and remove the redundant subscriber flush from the Rust example.
  • Update the Node.js custom subscriber example to allow an event-loop turn after native dispatch.
  • Update public ATOF method comments in the Rust, Python, and Node.js bindings without changing behavior or signatures.
  • Preserve the existing fail-open telemetry behavior. This change has no runtime, configuration, compatibility, or breaking change.

Validation:

  • uv run pre-commit run --all-files
  • just docs-linkcheck
  • just docs
  • git diff --check
  • Runtime test suites were not run because the change is limited to documentation, examples, and public doc comments.

Where should the reviewer start?

Start with docs/about-nemo-relay/concepts/subscribers.mdx, which defines the canonical delivery contract and the boundary between subscriber flush and exporter-specific completion.

Related Issues: (use one of the action keywords Closes / Fixes / Resolves / Relates to)

  • Relates to: RELAY-541

Summary by CodeRabbit

  • Documentation
    • Clarified telemetry lifecycle milestones (emitted vs delivered vs exported) and the correct barrier semantics for queued delivery, file sink flushing, and stream sink draining/closing (including stream timeouts being logged without failing).
    • Updated force_flush()/shutdown() and flush_subscribers() guidance across Rust, Python, native typings, and FFI, including re-entrant behavior and ordering.
    • Expanded observability plugin teardown and configuration guidance (including plugin teardown steps and warnings about telemetry loss/truncated outputs on abrupt termination).
    • Refreshed ATIF/ATOF, OpenTelemetry/OpenInference, and Node “Getting Started” (extra event-loop turn after scope creation).

Document the shared native subscriber barrier and each exporter's downstream flush and shutdown guarantees. Clarify abrupt termination behavior, ATOF file and stream delivery, ATIF export timing, and Node.js callback scheduling.

Signed-off-by: Will Killian <wkillian@nvidia.com>
@willkill07
willkill07 requested review from a team and lvojtku as code owners July 21, 2026 15:50
@github-actions github-actions Bot added size:M PR is medium Documentation documentation-related lang:python PR changes/introduces Python code lang:rust PR changes/introduces Rust code labels Jul 21, 2026
@willkill07 willkill07 added this to the 0.6 milestone Jul 21, 2026
@willkill07 willkill07 self-assigned this Jul 21, 2026
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📒 Files selected for processing (10)
  • crates/core/src/observability/atof.rs
  • crates/ffi/nemo_relay.h
  • crates/ffi/src/api/observability.rs
  • crates/node/src/api/mod.rs
  • crates/python/src/py_types/observability.rs
  • docs/about-nemo-relay/concepts/subscribers.mdx
  • docs/configure-plugins/observability/atof.mdx
  • docs/configure-plugins/observability/configuration.mdx
  • go/nemo_relay/nemo_relay.go
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**/*.rs

📄 CodeRabbit inference engine (.agents/skills/prepare-pr/SKILL.md)

**/*.rs: Any Rust change must run just test-rust
Any Rust change must run cargo fmt --all
Any Rust change must run cargo clippy --workspace --all-targets -- -D warnings

**/*.rs: Run cargo fmt --all for all FFI work since it is Rust work
Run just test-rust to validate FFI changes
Run cargo clippy --workspace --all-targets -- -D warnings to enforce strict linting on FFI work

When Rust files changed as part of Go work, also run cargo fmt --all, just test-rust, and cargo clippy --workspace --all-targets -- -D warnings

**/*.rs: Run cargo fmt --all when Rust files are changed as part of Node work
Run cargo clippy --workspace --all-targets -- -D warnings when Rust files are changed as part of Node work
Run just test-rust when Rust files are changed as part of Node work

When changing the core Rust runtime or Rust-facing API surface, format Rust code with cargo fmt (rustfmt defaults), keep cargo clippy -- -D warnings clean, and satisfy cargo deny check per deny.toml.

**/*.rs: If any Rust code changed, always run just test-rust.
If any Rust code changed, also run cargo fmt --all.
If any Rust code changed, also run cargo clippy --workspace --all-targets -- -D warnings.
For Rust changes headed for review, run cargo fmt --all and cargo clippy --workspace --all-targets -- -D warnings even if relying on pre-commit.

Files:

  • crates/core/src/observability/atof.rs
  • crates/ffi/src/api/observability.rs
  • crates/python/src/py_types/observability.rs
  • crates/node/src/api/mod.rs
{crates/core,crates/adaptive}/**/*

📄 CodeRabbit inference engine (.agents/skills/prepare-pr/SKILL.md)

Changes to crates/core or crates/adaptive must run the full language matrix

Files:

  • crates/core/src/observability/atof.rs
crates/core/**/*.rs

📄 CodeRabbit inference engine (.agents/skills/test-go-binding/SKILL.md)

If the change touched crates/core or shared runtime semantics, also use validate-change for broader validation

Files:

  • crates/core/src/observability/atof.rs
**/*.{rs,py}

📄 CodeRabbit inference engine (AGENTS.md)

Follow binding naming conventions in Rust and Python: use snake_case.

Files:

  • crates/core/src/observability/atof.rs
  • crates/ffi/src/api/observability.rs
  • crates/python/src/py_types/observability.rs
  • crates/node/src/api/mod.rs
**/*.{rs,py,js,mjs,cjs,ts,tsx}

📄 CodeRabbit inference engine (AGENTS.md)

**/*.{rs,py,js,mjs,cjs,ts,tsx}: Use Json = serde_json::Value in Rust-facing runtime APIs where the existing code expects JSON payloads.
Use Result<T> with FlowError in core runtime paths, and keep errors explicit and binding-appropriate at the wrapper layer.
Keep async behavior on the existing tokio-based model; bindings should preserve callback and future lifetimes rather than blocking or hiding async work unexpectedly.

Files:

  • crates/core/src/observability/atof.rs
  • crates/ffi/src/api/observability.rs
  • crates/python/src/py_types/observability.rs
  • crates/node/src/api/mod.rs
**/*.{rs,py,go,js,ts,c,h}

📄 CodeRabbit inference engine (CONTRIBUTING.md)

Use language-appropriate naming conventions: Rust snake_case, C FFI exports prefixed nemo_relay_, Go PascalCase, Node.js camelCase, and Python snake_case.

Files:

  • crates/core/src/observability/atof.rs
  • crates/ffi/src/api/observability.rs
  • go/nemo_relay/nemo_relay.go
  • crates/python/src/py_types/observability.rs
  • crates/ffi/nemo_relay.h
  • crates/node/src/api/mod.rs
**/*.{rs,go,js,ts}

📄 CodeRabbit inference engine (CONTRIBUTING.md)

Add the SPDX license header to all Rust, Go, JavaScript, and TypeScript source files using the corresponding // comment form.

Files:

  • crates/core/src/observability/atof.rs
  • crates/ffi/src/api/observability.rs
  • go/nemo_relay/nemo_relay.go
  • crates/python/src/py_types/observability.rs
  • crates/node/src/api/mod.rs
{crates/**/src/**/*.rs,python/**/*.py}

📄 CodeRabbit inference engine (.agents/skills/maintain-dynamic-plugins/SKILL.md)

Do not add tests under src; Rust tests belong in crate tests/ trees, and Python SDK tests belong under python/tests.

Files:

  • crates/core/src/observability/atof.rs
  • crates/ffi/src/api/observability.rs
  • crates/python/src/py_types/observability.rs
  • crates/node/src/api/mod.rs
**/*

📄 CodeRabbit inference engine (.agents/skills/validate-change/SKILL.md)

**/*: Format changed files with the language-native formatter before the final lint/test pass.
If dynamic plugin behavior changed, use maintain-dynamic-plugins and include the native SDK, worker protocol, Python SDK, docs, packaging, and Codecov surfaces in the validation plan.
If code changes alter APIs, bindings, commands, paths, packaging behavior, observability/adaptive semantics, or documented best practices, update any dependent maintainer or consumer skills in the same branch.
During iteration, prefer uv run pre-commit run --files <changed files...>.
Before review or handoff, run uv run pre-commit run --all-files.

Files:

  • crates/core/src/observability/atof.rs
  • crates/ffi/src/api/observability.rs
  • go/nemo_relay/nemo_relay.go
  • docs/configure-plugins/observability/configuration.mdx
  • crates/python/src/py_types/observability.rs
  • crates/ffi/nemo_relay.h
  • python/nemo_relay/_native.pyi
  • docs/configure-plugins/observability/atof.mdx
  • docs/about-nemo-relay/concepts/subscribers.mdx
  • crates/node/src/api/mod.rs
crates/{core,adaptive}/**/*

📄 CodeRabbit inference engine (.agents/skills/validate-change/SKILL.md)

If crates/core or crates/adaptive changed, run the full validation matrix across Rust, Python, Go, and Node.js.

Files:

  • crates/core/src/observability/atof.rs
**/*.{rs,py,go,js,ts}

📄 CodeRabbit inference engine (.agents/skills/validate-change/SKILL.md)

If a language surface changed, always run that language's test target even when Rust core did not change.

Files:

  • crates/core/src/observability/atof.rs
  • crates/ffi/src/api/observability.rs
  • go/nemo_relay/nemo_relay.go
  • crates/python/src/py_types/observability.rs
  • crates/node/src/api/mod.rs
**/*.{rs,py,js,ts,tsx,go,java,kt,swift}

📄 CodeRabbit inference engine (.agents/skills/add-middleware/SKILL.md)

Add tests covering registration and duplicate names, deregistration and missing names, priority ordering, callback failure policy, scope-local inheritance and cleanup, event payload semantics, immutable mark and scope fields, and parity across affected bindings.

Files:

  • crates/core/src/observability/atof.rs
  • crates/ffi/src/api/observability.rs
  • go/nemo_relay/nemo_relay.go
  • crates/python/src/py_types/observability.rs
  • crates/node/src/api/mod.rs
crates/{core,adaptive}/**/*.rs

⚙️ CodeRabbit configuration file

crates/{core,adaptive}/**/*.rs: Review the Rust runtime for async correctness, scope isolation, middleware ordering, and event lifecycle regressions.
Pay close attention to task-local/thread-local scope propagation, callback lifetimes, stream finalization, and root_uuid isolation.
Public API changes should preserve existing behavior unless tests and docs show the intended migration path.

Files:

  • crates/core/src/observability/atof.rs
crates/ffi/**

📄 CodeRabbit inference engine (.agents/skills/test-ffi-surface/SKILL.md)

Rebuild the FFI crate in release mode so the shared library and header stay in sync when making changes to crates/ffi

Files:

  • crates/ffi/src/api/observability.rs
  • crates/ffi/nemo_relay.h
crates/ffi/**/*.rs

📄 CodeRabbit inference engine (.agents/skills/test-go-binding/SKILL.md)

If the change touched crates/ffi, also use test-ffi-surface for validation

Use C FFI export names prefixed with nemo_relay_ in the raw C FFI layer.

Files:

  • crates/ffi/src/api/observability.rs
{crates/ffi/src/api/*.rs,crates/ffi/nemo_relay.h}

📄 CodeRabbit inference engine (.agents/skills/add-binding-feature/SKILL.md)

Add or update the shared C/FFI surface in the relevant crates/ffi/src/api/*.rs module, re-export it through crates/ffi/src/api/mod.rs, and keep the generated crates/ffi/nemo_relay.h header correct.

Files:

  • crates/ffi/src/api/observability.rs
  • crates/ffi/nemo_relay.h
crates/{python,ffi,node}/**/*

⚙️ CodeRabbit configuration file

crates/{python,ffi,node}/**/*: Treat binding changes as public API changes. Check for parity with the other language bindings, FFI ownership/lifetime safety,
callback error propagation, stable type conversion, and consistent async/stream semantics.
Flag changes that update one binding without corresponding tests or documentation for the same surface elsewhere.

Files:

  • crates/ffi/src/api/observability.rs
  • crates/python/src/py_types/observability.rs
  • crates/ffi/nemo_relay.h
  • crates/node/src/api/mod.rs
go/nemo_relay/**/*.go

📄 CodeRabbit inference engine (.agents/skills/test-go-binding/SKILL.md)

go/nemo_relay/**/*.go: Format changed Go packages with cd go/nemo_relay && go fmt ./...
Run Go tests with just test-go to build and test the NeMo Relay Go binding
Use just build-go when you want an explicit build-only pass or need the artifact for other work
Use just ci=true test-go when you need the CI-style coverage and JUnit path
On macOS, set DYLD_LIBRARY_PATH to the ../../target/release directory before running the raw go test command directly

Use PascalCase for public Go APIs.

Files:

  • go/nemo_relay/nemo_relay.go
**/*.go

📄 CodeRabbit inference engine (CONTRIBUTING.md)

When changing the experimental Go binding, format Go code with gofmt and keep go vet ./... passing.

Files:

  • go/nemo_relay/nemo_relay.go
{crates/python/src/py_api/mod.rs,python/nemo_relay/**/*.py,python/nemo_relay/**/*.pyi,go/nemo_relay/**/*.go,crates/node/src/api/**/*.rs}

📄 CodeRabbit inference engine (.agents/skills/add-binding-feature/SKILL.md)

Update the language-native bindings for every exposed surface in Python, Go, and Node.js.

Files:

  • go/nemo_relay/nemo_relay.go
  • python/nemo_relay/_native.pyi
  • crates/node/src/api/mod.rs
{python/nemo_relay/**/*.py,python/nemo_relay/**/*.pyi,go/nemo_relay/**/*.go}

📄 CodeRabbit inference engine (.agents/skills/add-binding-feature/SKILL.md)

Update language wrapper helpers such as Python wrapper modules, Python type stubs, and Go shorthand packages when the new behavior belongs in those helper layers.

Files:

  • go/nemo_relay/nemo_relay.go
  • python/nemo_relay/_native.pyi
**/*.{py,go,js,ts}

📄 CodeRabbit inference engine (.agents/skills/maintain-observability/SKILL.md)

Keep Python, Go, and Node.js config objects and subscriber/exporter methods aligned so all bindings expose the same logical knobs and semantics.

Files:

  • go/nemo_relay/nemo_relay.go
go/nemo_relay/**

📄 CodeRabbit inference engine (.agents/skills/maintain-optimizer/SKILL.md)

Keep shared plugin helpers in go/nemo_relay aligned with plugin registration, composition, and lifecycle behavior.

Files:

  • go/nemo_relay/nemo_relay.go
go/nemo_relay/**/*

⚙️ CodeRabbit configuration file

go/nemo_relay/**/*: Review Go binding changes for cgo memory ownership, race safety, callback cleanup, idiomatic exported APIs, and parity with Rust/FFI behavior.
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Files:

  • go/nemo_relay/nemo_relay.go
**/*.mdx

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MDX top-of-file SPDX comments must use {/* ... */} delimiters instead of HTML comment delimiters (Must-Fix)

In MDX files, top-of-file comments must use JSX comment delimiters ({/* to open and */} to close); do not use HTML comments for MDX SPDX headers

Files:

  • docs/configure-plugins/observability/configuration.mdx
  • docs/configure-plugins/observability/atof.mdx
  • docs/about-nemo-relay/concepts/subscribers.mdx
**/*.{md,mdx}

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Update README.md, fern/, package READMEs, and binding-support notes when public behavior, package names, examples, or supported bindings change.

**/*.{md,mdx}: Prefer the documented public API, not internal shortcuts
Keep package names, repo references, and build commands current
Keep release-process and release-notes guidance in repo-maintainer docs such as RELEASING.md, not as user-facing docs pages or CHANGELOG.md
Keep stable user-facing wrappers at scripts/ root in docs and examples; only point at namespaced helper paths when documenting internal maintenance work
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If links in documentation change, run just docs-linkcheck.

Files:

  • docs/configure-plugins/observability/configuration.mdx
  • docs/configure-plugins/observability/atof.mdx
  • docs/about-nemo-relay/concepts/subscribers.mdx
**/*.{md,markdown,mdx}

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Add the SPDX license header to all Markdown/MDX documentation files using the HTML comment block form.

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  • docs/configure-plugins/observability/configuration.mdx
  • docs/configure-plugins/observability/atof.mdx
  • docs/about-nemo-relay/concepts/subscribers.mdx
{docs,examples}/**/*

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Update docs and examples.

Files:

  • docs/configure-plugins/observability/configuration.mdx
  • docs/configure-plugins/observability/atof.mdx
  • docs/about-nemo-relay/concepts/subscribers.mdx
docs/**/*

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If documentation examples or commands under docs/ change, run the targeted docs checks appropriate to the change.

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  • docs/configure-plugins/observability/configuration.mdx
  • docs/configure-plugins/observability/atof.mdx
  • docs/about-nemo-relay/concepts/subscribers.mdx
{docs/**,README.md,CONTRIBUTING.md,RELEASING.md,SECURITY.md}

⚙️ CodeRabbit configuration file

{docs/**,README.md,CONTRIBUTING.md,RELEASING.md,SECURITY.md}: Review documentation for technical accuracy against the current API, command correctness, and consistency across language bindings.
Flag stale examples, missing SPDX headers where required, and instructions that no longer match CI or pre-commit behavior.

Files:

  • docs/configure-plugins/observability/configuration.mdx
  • docs/configure-plugins/observability/atof.mdx
  • docs/about-nemo-relay/concepts/subscribers.mdx
crates/ffi/nemo_relay.h

📄 CodeRabbit inference engine (.agents/skills/test-ffi-surface/SKILL.md)

Check the generated header diff when any exported symbol or type changed in the FFI surface

Update generated or generated-from-build surfaces such as crates/ffi/nemo_relay.h through the proper build step.

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  • crates/ffi/nemo_relay.h
python/nemo_relay/**/*

⚙️ CodeRabbit configuration file

python/nemo_relay/**/*: Review Python wrapper changes for typed API consistency, contextvars-based scope isolation, async behavior, and parity with the native extension.
Stubs and runtime implementations should stay aligned.

Files:

  • python/nemo_relay/_native.pyi
🧠 Learnings (1)
📚 Learning: 2026-07-14T02:53:59.997Z
Learnt from: willkill07
Repo: NVIDIA/NeMo-Relay PR: 415
File: docs/configure-plugins/observability/opentelemetry.mdx:98-113
Timestamp: 2026-07-14T02:53:59.997Z
Learning: In NeMo-Relay’s OpenTelemetry/OpenInference observability projection docs under docs/configure-plugins/observability/, document the projected-attribute contract as follows: (1) emit scalar top-level `data`/`metadata` fields as typed dotted OTLP attributes (for example, `nemo_relay.start.metadata.tenant`); (2) keep nested objects/arrays as JSON strings at their top-level OTLP attribute (rather than expanding them into nested OTLP attributes); and (3) do not reference the legacy `*_json` payload attributes (e.g., `data_json`, `metadata_json`, `input_json`) because they were intentionally removed as a breaking change.

Applied to files:

  • docs/configure-plugins/observability/configuration.mdx
  • docs/configure-plugins/observability/atof.mdx
🪛 LanguageTool
docs/about-nemo-relay/concepts/subscribers.mdx

[style] ~145-~145: Consider using “who” when you are referring to a person instead of an object.
Context: ...own completes or completion by a worker that timed out during teardown. | | Process ...

(THAT_WHO)

🔇 Additional comments (4)
crates/core/src/observability/atof.rs (1)

480-484: 📐 Maintainability & Code Quality

Run the required validation for every changed language surface.

The supplied PR summary says runtime suites were skipped, but the repository guidelines require validation even for documentation-only source changes.

  • crates/core/src/observability/atof.rs#L480-L484: run validate-change, the full Rust/Python/Go/Node matrix, cargo fmt --all, cargo clippy --workspace --all-targets -- -D warnings, and just test-rust.
  • crates/core/src/observability/atof.rs#L522-L526: run the same core validation.
  • crates/node/src/api/mod.rs#L2852-L2855: run the required Rust validation.
  • crates/node/src/api/mod.rs#L3683-L3697: run the required Rust validation.
  • go/nemo_relay/nemo_relay.go#L1552-L1555: run cd go/nemo_relay && go fmt ./... and just test-go.
  • go/nemo_relay/nemo_relay.go#L1833-L1845: run the required Go validation.
  • python/nemo_relay/_native.pyi#L915-L932: run the repository Python test target.
  • python/nemo_relay/_native.pyi#L1985-L1989: run the repository Python test target.
  • crates/ffi/src/api/observability.rs#L434-L438: run Rust validation, test-ffi-surface, and the release FFI rebuild.
  • crates/ffi/src/api/observability.rs#L457-L461: run the same FFI validation.
  • crates/ffi/nemo_relay.h#L1153-L1156: regenerate and inspect the generated header through the FFI build.
  • crates/ffi/nemo_relay.h#L1304-L1320: regenerate and inspect the generated header through the FFI build.
  • crates/python/src/py_types/observability.rs#L394-L406: run the required Rust validation.

As per coding guidelines, these language- and path-specific validation steps are mandatory.

Source: Coding guidelines

docs/about-nemo-relay/concepts/subscribers.mdx (1)

27-31: LGTM!

Also applies to: 135-173, 229-232

docs/configure-plugins/observability/atof.mdx (1)

69-69: LGTM!

Also applies to: 83-96, 115-115, 137-153, 169-178, 199-200, 460-461

docs/configure-plugins/observability/configuration.mdx (1)

164-164: LGTM!

Also applies to: 442-455


Walkthrough

This documentation-focused change clarifies subscriber delivery milestones, exporter flush and shutdown ordering, sink-specific behavior, graceful plugin teardown, and termination-related telemetry loss across Rust, Node, Python, and observability guides.

Changes

Observability lifecycle semantics

Layer / File(s) Summary
Barrier and export contracts
crates/core/src/..., crates/ffi/..., crates/node/src/..., crates/python/src/..., go/..., python/nemo_relay/..., docs/about-nemo-relay/concepts/subscribers.mdx, docs/configure-plugins/observability/atif.mdx
API comments and documentation define emitted, delivered, and exported milestones, re-entrant flush behavior, barrier ordering, and manual ATIF export boundaries.
ATOF sink and teardown semantics
docs/configure-plugins/observability/atof.mdx, docs/configure-plugins/observability/configuration.mdx
File and stream sink behavior now covers fan-out, flushing, draining, closure, error reporting, graceful teardown, and termination loss.
Plugin and runtime guidance
crates/node/README.md, docs/configure-plugins/observability/about.mdx, docs/configure-plugins/observability/openinference.mdx, docs/configure-plugins/observability/opentelemetry.mdx
Examples and plugin guides document asynchronous delivery, event-loop completion, graceful clearing, exporter and provider barriers, and queued telemetry loss during abrupt termination.

Estimated code review effort: 3 (Moderate) | ~20 minutes

🚥 Pre-merge checks | ✅ 5
✅ Passed checks (5 passed)
Check name Status Explanation
Title check ✅ Passed The title follows Conventional Commits and accurately summarizes the documentation-focused change.
Description check ✅ Passed The description follows the template with Overview, Details, reviewer start, related issue, and validation notes, and is mostly complete.
Docstring Coverage ✅ Passed Docstring coverage is 100.00% which is sufficient. The required threshold is 80.00%.
Linked Issues check ✅ Passed Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check ✅ Passed Check skipped because no linked issues were found for this pull request.
✨ Finishing Touches
🧪 Generate unit tests (beta)
  • Create PR with unit tests

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🔧 golangci-lint (2.12.2)

level=error msg="[linters_context] typechecking error: pattern ./...: directory prefix . does not contain main module or its selected dependencies"


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Actionable comments posted: 2

🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

Inline comments:
In `@crates/core/src/observability/atof.rs`:
- Around line 480-481: Run the required Rust validation for all affected sites:
crates/core/src/observability/atof.rs lines 480-481, crates/node/src/api/mod.rs
lines 3679-3687, and crates/python/src/py_types/observability.rs lines 394-400.
Execute cargo fmt --all, cargo clippy --workspace --all-targets -- -D warnings,
and just test-rust; no code changes are required at these sites.

In `@docs/configure-plugins/observability/atif.mdx`:
- Around line 381-385: Update the export behavior documentation around export()
and export_json() to avoid promising that concurrently emitted events are
excluded. State that subscriber flushing completes before the history snapshot,
but events delivered after the flush and before the snapshot lock may still be
included; events emitted afterward are not included.
🪄 Autofix (Beta)

Fix all unresolved CodeRabbit comments on this PR:

  • Push a commit to this branch (recommended)
  • Create a new PR with the fixes

ℹ️ Review info
⚙️ Run configuration

Configuration used: Path: .coderabbit.yaml

Review profile: ASSERTIVE

Plan: Enterprise

Run ID: d4f2f2b7-e9d1-4410-a3d1-e50ce9c122dc

📥 Commits

Reviewing files that changed from the base of the PR and between c561b29 and c075934.

📒 Files selected for processing (12)
  • crates/core/src/observability/atof.rs
  • crates/node/README.md
  • crates/node/src/api/mod.rs
  • crates/python/src/py_types/observability.rs
  • docs/about-nemo-relay/concepts/subscribers.mdx
  • docs/configure-plugins/observability/about.mdx
  • docs/configure-plugins/observability/atif.mdx
  • docs/configure-plugins/observability/atof.mdx
  • docs/configure-plugins/observability/configuration.mdx
  • docs/configure-plugins/observability/openinference.mdx
  • docs/configure-plugins/observability/opentelemetry.mdx
  • python/nemo_relay/_native.pyi
📜 Review details
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📓 Path-based instructions (28)
**/*.rs

📄 CodeRabbit inference engine (.agents/skills/prepare-pr/SKILL.md)

**/*.rs: Any Rust change must run just test-rust
Any Rust change must run cargo fmt --all
Any Rust change must run cargo clippy --workspace --all-targets -- -D warnings

**/*.rs: Run cargo fmt --all for all FFI work since it is Rust work
Run just test-rust to validate FFI changes
Run cargo clippy --workspace --all-targets -- -D warnings to enforce strict linting on FFI work

When Rust files changed as part of Go work, also run cargo fmt --all, just test-rust, and cargo clippy --workspace --all-targets -- -D warnings

**/*.rs: Run cargo fmt --all when Rust files are changed as part of Node work
Run cargo clippy --workspace --all-targets -- -D warnings when Rust files are changed as part of Node work
Run just test-rust when Rust files are changed as part of Node work

When changing the core Rust runtime or Rust-facing API surface, format Rust code with cargo fmt (rustfmt defaults), keep cargo clippy -- -D warnings clean, and satisfy cargo deny check per deny.toml.

**/*.rs: If any Rust code changed, always run just test-rust.
If any Rust code changed, also run cargo fmt --all.
If any Rust code changed, also run cargo clippy --workspace --all-targets -- -D warnings.
For Rust changes headed for review, run cargo fmt --all and cargo clippy --workspace --all-targets -- -D warnings even if relying on pre-commit.

Files:

  • crates/core/src/observability/atof.rs
  • crates/node/src/api/mod.rs
  • crates/python/src/py_types/observability.rs
{crates/core,crates/adaptive}/**/*

📄 CodeRabbit inference engine (.agents/skills/prepare-pr/SKILL.md)

Changes to crates/core or crates/adaptive must run the full language matrix

Files:

  • crates/core/src/observability/atof.rs
crates/core/**/*.rs

📄 CodeRabbit inference engine (.agents/skills/test-go-binding/SKILL.md)

If the change touched crates/core or shared runtime semantics, also use validate-change for broader validation

Files:

  • crates/core/src/observability/atof.rs
**/*.{rs,py}

📄 CodeRabbit inference engine (AGENTS.md)

Follow binding naming conventions in Rust and Python: use snake_case.

Files:

  • crates/core/src/observability/atof.rs
  • crates/node/src/api/mod.rs
  • crates/python/src/py_types/observability.rs
**/*.{rs,py,js,mjs,cjs,ts,tsx}

📄 CodeRabbit inference engine (AGENTS.md)

**/*.{rs,py,js,mjs,cjs,ts,tsx}: Use Json = serde_json::Value in Rust-facing runtime APIs where the existing code expects JSON payloads.
Use Result<T> with FlowError in core runtime paths, and keep errors explicit and binding-appropriate at the wrapper layer.
Keep async behavior on the existing tokio-based model; bindings should preserve callback and future lifetimes rather than blocking or hiding async work unexpectedly.

Files:

  • crates/core/src/observability/atof.rs
  • crates/node/src/api/mod.rs
  • crates/python/src/py_types/observability.rs
**/*.{rs,py,go,js,ts,c,h}

📄 CodeRabbit inference engine (CONTRIBUTING.md)

Use language-appropriate naming conventions: Rust snake_case, C FFI exports prefixed nemo_relay_, Go PascalCase, Node.js camelCase, and Python snake_case.

Files:

  • crates/core/src/observability/atof.rs
  • crates/node/src/api/mod.rs
  • crates/python/src/py_types/observability.rs
**/*.{rs,go,js,ts}

📄 CodeRabbit inference engine (CONTRIBUTING.md)

Add the SPDX license header to all Rust, Go, JavaScript, and TypeScript source files using the corresponding // comment form.

Files:

  • crates/core/src/observability/atof.rs
  • crates/node/src/api/mod.rs
  • crates/python/src/py_types/observability.rs
{crates/**/src/**/*.rs,python/**/*.py}

📄 CodeRabbit inference engine (.agents/skills/maintain-dynamic-plugins/SKILL.md)

Do not add tests under src; Rust tests belong in crate tests/ trees, and Python SDK tests belong under python/tests.

Files:

  • crates/core/src/observability/atof.rs
  • crates/node/src/api/mod.rs
  • crates/python/src/py_types/observability.rs
**/*

📄 CodeRabbit inference engine (.agents/skills/validate-change/SKILL.md)

**/*: Format changed files with the language-native formatter before the final lint/test pass.
If dynamic plugin behavior changed, use maintain-dynamic-plugins and include the native SDK, worker protocol, Python SDK, docs, packaging, and Codecov surfaces in the validation plan.
If code changes alter APIs, bindings, commands, paths, packaging behavior, observability/adaptive semantics, or documented best practices, update any dependent maintainer or consumer skills in the same branch.
During iteration, prefer uv run pre-commit run --files <changed files...>.
Before review or handoff, run uv run pre-commit run --all-files.

Files:

  • crates/core/src/observability/atof.rs
  • crates/node/README.md
  • python/nemo_relay/_native.pyi
  • crates/node/src/api/mod.rs
  • docs/about-nemo-relay/concepts/subscribers.mdx
  • crates/python/src/py_types/observability.rs
  • docs/configure-plugins/observability/configuration.mdx
  • docs/configure-plugins/observability/openinference.mdx
  • docs/configure-plugins/observability/about.mdx
  • docs/configure-plugins/observability/opentelemetry.mdx
  • docs/configure-plugins/observability/atif.mdx
  • docs/configure-plugins/observability/atof.mdx
crates/{core,adaptive}/**/*

📄 CodeRabbit inference engine (.agents/skills/validate-change/SKILL.md)

If crates/core or crates/adaptive changed, run the full validation matrix across Rust, Python, Go, and Node.js.

Files:

  • crates/core/src/observability/atof.rs
**/*.{rs,py,go,js,ts}

📄 CodeRabbit inference engine (.agents/skills/validate-change/SKILL.md)

If a language surface changed, always run that language's test target even when Rust core did not change.

Files:

  • crates/core/src/observability/atof.rs
  • crates/node/src/api/mod.rs
  • crates/python/src/py_types/observability.rs
**/*.{rs,py,js,ts,tsx,go,java,kt,swift}

📄 CodeRabbit inference engine (.agents/skills/add-middleware/SKILL.md)

Add tests covering registration and duplicate names, deregistration and missing names, priority ordering, callback failure policy, scope-local inheritance and cleanup, event payload semantics, immutable mark and scope fields, and parity across affected bindings.

Files:

  • crates/core/src/observability/atof.rs
  • crates/node/src/api/mod.rs
  • crates/python/src/py_types/observability.rs
crates/{core,adaptive}/**/*.rs

⚙️ CodeRabbit configuration file

crates/{core,adaptive}/**/*.rs: Review the Rust runtime for async correctness, scope isolation, middleware ordering, and event lifecycle regressions.
Pay close attention to task-local/thread-local scope propagation, callback lifetimes, stream finalization, and root_uuid isolation.
Public API changes should preserve existing behavior unless tests and docs show the intended migration path.

Files:

  • crates/core/src/observability/atof.rs
**/*.{md,rst,html,txt}

📄 CodeRabbit inference engine (.agents/skills/review-doc-style/assets/nvidia-style-brand-terminology.md)

**/*.{md,rst,html,txt}: Always spell NVIDIA in all caps. Do not use Nvidia, nvidia, nVidia, nVIDIA, or NV.
Use an NVIDIA before a noun because the name starts with an 'en' sound.
Do not add a registered trademark symbol after NVIDIA when referring to the company.
Use trademark symbols with product names only when the document type or legal guidance requires them.
Verify official capitalization, spacing, and hyphenation for product names.
Precede NVIDIA product names with NVIDIA on first mention when it is natural and accurate.
Do not rewrite product names for grammar or title-case rules.
Preserve third-party product names according to the owner's spelling.
Include the company name and full model qualifier on first use when it helps identify the model.
Preserve the official capitalization and punctuation of model names.
Use shorter family names only after the full name is established.
Spell out a term on first use and put the acronym in parentheses unless the acronym is widely understood by the intended audience.
Use the acronym on later mentions after it has been defined.
For long documents, reintroduce the full term if readers might lose context.
Form plurals of acronyms with s, not an apostrophe, such as GPUs.
In headings, common acronyms can remain abbreviated. Spell out the term in the first or second sentence of the body.
Common terms such as CPU, GPU, PC, API, and UI usually do not need to be spelled out for developer audiences.

Files:

  • crates/node/README.md
**/*.{md,rst,html}

📄 CodeRabbit inference engine (.agents/skills/review-doc-style/assets/nvidia-style-brand-terminology.md)

Link the first mention of a product name when the destination helps the reader.

Files:

  • crates/node/README.md
**/*.{md,rst,txt}

📄 CodeRabbit inference engine (.agents/skills/review-doc-style/assets/nvidia-style-guide.md)

Spell NVIDIA in all caps. Do not use Nvidia, nvidia, or NV.

Files:

  • crates/node/README.md
**/*.{md,rst}

📄 CodeRabbit inference engine (.agents/skills/review-doc-style/assets/nvidia-style-guide.md)

**/*.{md,rst}: Format commands, code elements, expressions, package names, file names, and paths as inline code.
Use descriptive link text. Avoid raw URLs and weak anchors such as "here" or "read more."
Use title case consistently for technical documentation headings.
Introduce code blocks, lists, tables, and images with complete sentences.
Write procedures as imperative steps. Keep steps parallel and split long procedures into smaller tasks.
Prefer active voice, present tense, short sentences, contractions, and plain English.
Use can for possibility and reserve may for permission.
Use after for temporal relationships instead of once.
Prefer refer to over see when the wording points readers to another resource.
Avoid culture-specific idioms, unnecessary Latinisms, jokes, and marketing exaggeration in technical docs.
Spell out months in body text, avoid ordinal dates, and use clear time zones.
Spell out whole numbers from zero through nine unless they are technical values, parameters, versions, or UI values.
Use numerals for 10 or greater and include commas in thousands.
Do not add trademark symbols to learning-oriented docs unless the source, platform, or legal guidance explicitly requires them.

Files:

  • crates/node/README.md
**/*.md

📄 CodeRabbit inference engine (.agents/skills/review-doc-style/assets/nvidia-style-technical-docs.md)

**/*.md: Use title case consistently in technical documentation headings
Avoid quotation marks, ampersands, and exclamation marks in headings
Keep product, event, research, and whitepaper names in their official title case
Use title case for table headers
Do not force social-media sentence case into technical docs
Format code elements, commands, parameters, package names, and expressions in monospace
Format directories, file names, and paths in monospace using backticks
Use angle brackets inside monospace for variables inside paths, such as /home/<username>/.login
Format error messages and strings in quotation marks, keeping literal code strings in code formatting when clearer
Format UI buttons, menus, fields, and labels in bold
Use angle brackets between UI labels for menu paths, such as File > Save As
Use italics for new terms on first use, sparingly and only when introducing the term
Use italics for publication titles
Format keyboard shortcuts in plain text, such as Press Ctrl+Alt+Delete
Use owner/repo link text for GitHub repositories, preferring [NVIDIA/NeMo](link) over prose references like 'the GitHub repo'
Introduce every code block with a complete sentence
Do not make a code block complete the grammar of the previous sentence
Do not continue a sentence after a code block
Use syntax highlighting when the format supports it for code blocks
Avoid the word 'snippet' unless the surrounding docs already use it as a term of art
Keep inline method, function, and class references consistent with nearby docs, omitting empty parentheses for prose readability when no call is shown
Use descriptive anchor text that matches the destination title when possible for links
Avoid raw URLs in running text
Avoid generic anchor text such as 'here,' 'this page,' and 'read more'
Include acronyms in link text when a linked term includes an acronym
Do not link long sentences or multiple sentences
Avoid links that pull readers away from a procedure unless the link is a p...

Files:

  • crates/node/README.md
**/*.{md,mdx}

📄 CodeRabbit inference engine (AGENTS.md)

Update README.md, fern/, package READMEs, and binding-support notes when public behavior, package names, examples, or supported bindings change.

**/*.{md,mdx}: Prefer the documented public API, not internal shortcuts
Keep package names, repo references, and build commands current
Keep release-process and release-notes guidance in repo-maintainer docs such as RELEASING.md, not as user-facing docs pages or CHANGELOG.md
Keep stable user-facing wrappers at scripts/ root in docs and examples; only point at namespaced helper paths when documenting internal maintenance work
When detailed dynamic plugin guides exist, keep Rust native plugin examples, Python worker plugin examples, and grpc-v1 protocol details on separate pages

If links in documentation change, run just docs-linkcheck.

Files:

  • crates/node/README.md
  • docs/about-nemo-relay/concepts/subscribers.mdx
  • docs/configure-plugins/observability/configuration.mdx
  • docs/configure-plugins/observability/openinference.mdx
  • docs/configure-plugins/observability/about.mdx
  • docs/configure-plugins/observability/opentelemetry.mdx
  • docs/configure-plugins/observability/atif.mdx
  • docs/configure-plugins/observability/atof.mdx
**/*.{md,markdown,mdx}

📄 CodeRabbit inference engine (CONTRIBUTING.md)

Add the SPDX license header to all Markdown/MDX documentation files using the HTML comment block form.

Files:

  • crates/node/README.md
  • docs/about-nemo-relay/concepts/subscribers.mdx
  • docs/configure-plugins/observability/configuration.mdx
  • docs/configure-plugins/observability/openinference.mdx
  • docs/configure-plugins/observability/about.mdx
  • docs/configure-plugins/observability/opentelemetry.mdx
  • docs/configure-plugins/observability/atif.mdx
  • docs/configure-plugins/observability/atof.mdx
crates/{python,ffi,node}/**/*

⚙️ CodeRabbit configuration file

crates/{python,ffi,node}/**/*: Treat binding changes as public API changes. Check for parity with the other language bindings, FFI ownership/lifetime safety,
callback error propagation, stable type conversion, and consistent async/stream semantics.
Flag changes that update one binding without corresponding tests or documentation for the same surface elsewhere.

Files:

  • crates/node/README.md
  • crates/node/src/api/mod.rs
  • crates/python/src/py_types/observability.rs
{crates/python/src/py_api/mod.rs,python/nemo_relay/**/*.py,python/nemo_relay/**/*.pyi,go/nemo_relay/**/*.go,crates/node/src/api/**/*.rs}

📄 CodeRabbit inference engine (.agents/skills/add-binding-feature/SKILL.md)

Update the language-native bindings for every exposed surface in Python, Go, and Node.js.

Files:

  • python/nemo_relay/_native.pyi
  • crates/node/src/api/mod.rs
{python/nemo_relay/**/*.py,python/nemo_relay/**/*.pyi,go/nemo_relay/**/*.go}

📄 CodeRabbit inference engine (.agents/skills/add-binding-feature/SKILL.md)

Update language wrapper helpers such as Python wrapper modules, Python type stubs, and Go shorthand packages when the new behavior belongs in those helper layers.

Files:

  • python/nemo_relay/_native.pyi
python/nemo_relay/**/*

⚙️ CodeRabbit configuration file

python/nemo_relay/**/*: Review Python wrapper changes for typed API consistency, contextvars-based scope isolation, async behavior, and parity with the native extension.
Stubs and runtime implementations should stay aligned.

Files:

  • python/nemo_relay/_native.pyi
**/*.mdx

📄 CodeRabbit inference engine (.agents/skills/review-doc-style/SKILL.md)

MDX top-of-file SPDX comments must use {/* ... */} delimiters instead of HTML comment delimiters (Must-Fix)

In MDX files, top-of-file comments must use JSX comment delimiters ({/* to open and */} to close); do not use HTML comments for MDX SPDX headers

Files:

  • docs/about-nemo-relay/concepts/subscribers.mdx
  • docs/configure-plugins/observability/configuration.mdx
  • docs/configure-plugins/observability/openinference.mdx
  • docs/configure-plugins/observability/about.mdx
  • docs/configure-plugins/observability/opentelemetry.mdx
  • docs/configure-plugins/observability/atif.mdx
  • docs/configure-plugins/observability/atof.mdx
{docs,examples}/**/*

📄 CodeRabbit inference engine (.agents/skills/rename-surfaces/SKILL.md)

Update docs and examples.

Files:

  • docs/about-nemo-relay/concepts/subscribers.mdx
  • docs/configure-plugins/observability/configuration.mdx
  • docs/configure-plugins/observability/openinference.mdx
  • docs/configure-plugins/observability/about.mdx
  • docs/configure-plugins/observability/opentelemetry.mdx
  • docs/configure-plugins/observability/atif.mdx
  • docs/configure-plugins/observability/atof.mdx
docs/**/*

📄 CodeRabbit inference engine (.agents/skills/validate-change/SKILL.md)

If documentation examples or commands under docs/ change, run the targeted docs checks appropriate to the change.

Files:

  • docs/about-nemo-relay/concepts/subscribers.mdx
  • docs/configure-plugins/observability/configuration.mdx
  • docs/configure-plugins/observability/openinference.mdx
  • docs/configure-plugins/observability/about.mdx
  • docs/configure-plugins/observability/opentelemetry.mdx
  • docs/configure-plugins/observability/atif.mdx
  • docs/configure-plugins/observability/atof.mdx
{docs/**,README.md,CONTRIBUTING.md,RELEASING.md,SECURITY.md}

⚙️ CodeRabbit configuration file

{docs/**,README.md,CONTRIBUTING.md,RELEASING.md,SECURITY.md}: Review documentation for technical accuracy against the current API, command correctness, and consistency across language bindings.
Flag stale examples, missing SPDX headers where required, and instructions that no longer match CI or pre-commit behavior.

Files:

  • docs/about-nemo-relay/concepts/subscribers.mdx
  • docs/configure-plugins/observability/configuration.mdx
  • docs/configure-plugins/observability/openinference.mdx
  • docs/configure-plugins/observability/about.mdx
  • docs/configure-plugins/observability/opentelemetry.mdx
  • docs/configure-plugins/observability/atif.mdx
  • docs/configure-plugins/observability/atof.mdx
🧠 Learnings (1)
📚 Learning: 2026-07-14T02:53:59.997Z
Learnt from: willkill07
Repo: NVIDIA/NeMo-Relay PR: 415
File: docs/configure-plugins/observability/opentelemetry.mdx:98-113
Timestamp: 2026-07-14T02:53:59.997Z
Learning: In NeMo-Relay’s OpenTelemetry/OpenInference observability projection docs under docs/configure-plugins/observability/, document the projected-attribute contract as follows: (1) emit scalar top-level `data`/`metadata` fields as typed dotted OTLP attributes (for example, `nemo_relay.start.metadata.tenant`); (2) keep nested objects/arrays as JSON strings at their top-level OTLP attribute (rather than expanding them into nested OTLP attributes); and (3) do not reference the legacy `*_json` payload attributes (e.g., `data_json`, `metadata_json`, `input_json`) because they were intentionally removed as a breaking change.

Applied to files:

  • docs/configure-plugins/observability/configuration.mdx
  • docs/configure-plugins/observability/openinference.mdx
  • docs/configure-plugins/observability/about.mdx
  • docs/configure-plugins/observability/opentelemetry.mdx
  • docs/configure-plugins/observability/atif.mdx
  • docs/configure-plugins/observability/atof.mdx
🔇 Additional comments (9)
docs/about-nemo-relay/concepts/subscribers.mdx (1)

27-30: LGTM!

Also applies to: 135-165, 221-224

python/nemo_relay/_native.pyi (1)

914-918: LGTM!

docs/configure-plugins/observability/atif.mdx (1)

220-223: LGTM!

Also applies to: 426-426, 444-444, 465-468

docs/configure-plugins/observability/atof.mdx (1)

69-69: LGTM!

Also applies to: 83-95, 137-146, 162-171, 192-193, 453-454

docs/configure-plugins/observability/configuration.mdx (1)

164-164: LGTM!

Also applies to: 442-452

crates/node/README.md (1)

90-90: LGTM!

Also applies to: 100-102

docs/configure-plugins/observability/about.mdx (1)

22-23: LGTM!

Also applies to: 73-93, 127-133

docs/configure-plugins/observability/openinference.mdx (1)

161-164: LGTM!

Also applies to: 317-321, 406-408

docs/configure-plugins/observability/opentelemetry.mdx (1)

151-155: LGTM!

Also applies to: 307-312, 393-395

Comment thread crates/core/src/observability/atof.rs Outdated
Comment thread docs/configure-plugins/observability/atif.mdx Outdated
Signed-off-by: Will Killian <wkillian@nvidia.com>
@willkill07
willkill07 requested review from a team as code owners July 21, 2026 17:35
@willkill07
willkill07 removed request for a team and lvojtku July 21, 2026 17:37

@bbednarski9 bbednarski9 left a comment

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One remaining documentation-accuracy issue was confirmed with a focused regression test against the current PR head.

Comment thread docs/about-nemo-relay/concepts/subscribers.mdx
Signed-off-by: Will Killian <wkillian@nvidia.com>
@github-actions github-actions Bot added the lang:go PR changes/introduces Go code label Jul 21, 2026
Signed-off-by: Will Killian <wkillian@nvidia.com>
@willkill07

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/merge

@rapids-bot
rapids-bot Bot merged commit b908e4f into NVIDIA:release/0.6 Jul 21, 2026
116 of 118 checks passed
@willkill07
willkill07 deleted the wkk_docs/relay-541-subscriber-delivery branch July 26, 2026 22:52
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