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[docs] Document Foundry Toolbox resource and deploy pipeline - #1628

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Documents changes from microsoft/aspire#17742

@davidfowl

Targeting release/13.6 based on the source PR milestone 13.6.

Why

PR #17742 adds first-class Microsoft Foundry Toolbox support to Aspire.Hosting.Foundry (AddToolbox, WithWebSearchTool, WithMcpTool, WithAISearchTool, RunAsExisting/PublishAsExisting/AsExisting, and new connection properties on FoundryToolboxResource). This introduced new public types (FoundryToolboxBuilderExtensions, FoundryToolboxMcpToolOptions, FoundryToolboxResource), updated the Aspire.Hosting.Foundry README, and the PR body has a dedicated Usage section — all signals that this user-facing AppHost surface needs coverage on the docs site.

What changed

  • azure-ai-foundry-host.mdx: Added a new ## Add a Toolbox section (with C# and TypeScript examples, a parameter table, cautions about MCP endpoint reachability and approval-policy semantics, and an ### Use an existing Toolbox subsection covering RunAsExisting/PublishAsExisting/AsExisting).
  • azure-ai-foundry-connect.mdx: Added a ### Foundry Toolbox resource connection-properties subsection documenting Uri, ProjectEndpoint, Name, ApiVersion, Version, FoundryFeatures, and AuthorizationScope, with guidance on how a consuming app authenticates and calls the Toolbox as an MCP server.

Both pages were updated in place; no new pages were created.

Generated by PR Documentation Check for #17742 · auto · 89.4 AIC · ⌖ 11.8 AIC · ⊞ 19.7K · ◷

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
@aspire-repo-bot aspire-repo-bot Bot added the docs-from-code Copilot initiated issue from dotnet/aspire repo label Sep 8, 2026
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Frontend HTML artifact ready

The latest frontend build uploaded the frontend-dist artifact for PR #1628. Use the VS Code button below to open this PR with GitHub Artifacts Explorer and browse the built HTML locally.

VS Code: Open PR #1628 artifacts

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Good to go.

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Copilot review overview

🟡 Changes recommended

One or more issues must be addressed before approval.

Get a fresh assessment by requesting another Copilot review.

Review effort: Lite
Findings: 2 Medium severity · 1 Low severity

Open (3)
What changed in this PR

Adds Microsoft Foundry Toolbox hosting and connection-property documentation.

Changes:

  • Documents C# and TypeScript Toolbox configuration, tools, MCP constraints, and existing-resource modes.
  • Documents FoundryToolboxResource connection properties and MCP consumption.
  • Phase A verified 34 of 35 Aspire claims; one URI example discrepancy was identified. Doc-tester could not run because the Playwright browser was locked.
File Description
src/​frontend/​src/​content/​docs/​integrations/​cloud/​azure/​azure-ai-foundry/​azure-ai-foundry-host.mdx Updated as part of this pull request.
src/​frontend/​src/​content/​docs/​integrations/​cloud/​azure/​azure-ai-foundry/​azure-ai-foundry-connect.mdx Updated as part of this pull request.

💡 Configure MCP servers for context-aware, tailored reviews. Learn more in the docs.

David Pine (IEvangelist) added a commit that referenced this pull request Sep 28, 2026
…ps (#1780)

## Summary

<!-- Describe what this pull request changes and why. -->

Reconcile the 13.6 wiki audit and **all 25 open `docs-from-code`
proposals targeting `release/13.6`** against the actual release source.
Add missing canonical guidance rather than putting all coverage in
What's new. This is a new, isolated feature PR into `release/13.6`; it
does not update the release rollup #1599, merge or close another
proposal, or push directly to a release branch.

**Draft with explicit remaining packaging/validation gates:** the six
REPL walkthroughs are source-verified, but current publicly available
13.6 packages do not contain the late `WithRepl` exports. Generated API
catalogs have deliberately not been fabricated or refreshed from 14.x.
See the open checklist below.

### Evidence baseline

- Documentation base: `717442f6666948bcf77f3d704dc2dadf7c080ec2`.
- Product source of truth:
[`microsoft/aspire@e8fd6fbb954f50ccd2e66479538392f65e13e71d`](https://github.com/microsoft/aspire/tree/e8fd6fbb954f50ccd2e66479538392f65e13e71d),
current `release/13.6` at audit time. Source was read from that Git
object, not the stale source working directory.
- [13.6 wiki](https://github.com/microsoft/aspire/wiki/13.6-Change-log)
snapshot `8e01a371d4f16a1306e48174d4cf1fdeca714348`, whose cutoff is
product PR 20511. Later backports 20541/20546/20548 are included here.
- Proposal base branches alone were **not** used as proof of release
membership. Direct ancestry and known release backports were checked.
Four fallback-targeted proposals are excluded below.
- Wiki link corrections: its REPL link #1752 actually covers Sandboxes;
the REPL proposal is #1740. Its AOT link #1714 covers PFX certificates,
not AOT.

### Complete audit-gap checklist

Checked items mean documentation coverage is implemented, not that cloud
deployment or every product runtime scenario was executed.

- [x] **1. Dotnet API graduation:** correct removal to **13.6**, not
14.0, in What's new, both Dotnet guides, and the diagnostic page;
preserve the prerelease package caveat. This applies to core
`AddDotnetProject`, `DotnetProjectResource`, and related
`WithBuildEnvironment` overloads, not all uses of the diagnostic.
Source: microsoft/aspire#20496.
- [x] **2. Sandboxes:** remove obsolete API suppressions in the article
and deployment guide while preserving Azure service preview/access and
prerelease package limitations. Source: microsoft/aspire#20483.
- [x] **3. Docked REPL documentation:** all six
PostgreSQL/MySQL/MongoDB/SQL Server/Redis/Valkey guides plus the article
now cover opt-in `WithRepl`/`withRepl`, run-only availability, actual
client privileges, credential handling, and explicit exit versus closing
a viewer. Source: microsoft/aspire#20419, backport of
microsoft/aspire#20231. Package-backed checks remain open below.
- [x] **4. Terminal CLI flag:** update current 13.6 article,
`with-terminal`, and all three terminal command references. Preserve
`terminals.v1` and experimental hosting API distinctions. Current
configuration/schema data had no flag entry to remove; historical 13.5
notes remain historical. Source: microsoft/aspire#20548.
- [x] **5. First-party Rust:** rewrite both canonical Rust guides around
`Aspire.Hosting.Rust`; document Cargo versus application arguments,
typed targets, debugging, generated Dockerfiles, workspace context, ABI
constraints, and Toolkit migration. Bacon remains explicitly
Toolkit-only. Add exact first-party package mapping. Source:
microsoft/aspire#18906 and current Rust README.
- [x] **6. Agent setup:** align command reference, skills guide,
AI-agent guide, and article on MCP opt-in, `--mcp`,
chained/non-interactive behavior, seven-skill catalog, Project v2
migration, and Copilot app detection. Also fix stale default-selection
text: all applicable bundle skills are preselected; companion tools
remain opt-in. Sources: microsoft/aspire#19893, microsoft/aspire#20405,
microsoft/aspire#19820.
- [x] **7. Deno AppHost runtime:** document Deno 2+ detection, commands,
permissions, native watch/type checking, doctor, and `DENO_CERT`,
separately from Deno guest hosting. Source: microsoft/aspire#18627,
distinct from microsoft/aspire#18628.
- [x] **8. Native AOT / Fluent UI v5:** concise article, dashboard
exploration, and standalone guidance; automatic packaged-dashboard
selection, no invented performance figures. Source:
microsoft/aspire#19565 and release packaging sources.
- [x] **9. NuGet:** document bundled in-process operations, credential
providers, non-interactive authentication, and realistic
troubleshooting. Correct the proposal's `dotnet nuget locals`
authentication advice: cache commands do not authenticate a feed.
Source: microsoft/aspire#20391.
- [x] **10. Multithreaded builds:** article and coordinated-build guide
explain `-mt`, SDK detection, distinct project/file-based SDK floors,
and fallback. Source: microsoft/aspire#20441.
- [x] **11. Radius:** add a real deployment guide with C#/TypeScript
setup, recipe-backed connections versus local endpoints, per-resource
credential behavior, unauthenticated Redis limitation, secret exposure
boundaries, and actionable runtime diagnostics 070–091. Wire navigation
and exact package mapping. Source: microsoft/aspire#19555 and release
README.
- [x] **12. Connection aliases:** replace contradictory no-encoding
guidance, retain composed logical-key-first lookup and portable-target
behavior, explain collision detection and custom-publisher metadata.
Source: microsoft/aspire#19729.
- [x] **13. Connector Namespace / Toolbox / provisioning:** add
Connector Namespace walkthrough, security/consent/revocation limits and
mapping/sidebar; add Foundry Toolbox walkthrough, connection properties,
roles, index prerequisites, approval enforcement boundaries, immutable
versions, and existing-resource behavior. Extend existing Azure
provisioning guide without a duplicate page. Sources:
microsoft/aspire#19024, microsoft/aspire#17742, microsoft/aspire#20131.
- [x] **14. Remaining high-impact items:** article covers opt-in
manifest-aware DNX and new-template CLI bundling (existing SDK guides
retained), migration skill and Copilot app detection; canonical inline
`CsiVolumeSourceV1`/`VolumeV1.Csi` example, management links, Cosmos
vNext telemetry, and AI Inference `GetModelInfoAsync`/`/info` health
checks with `DisableHealthChecks`. No Azure OpenAI health-check claim.
Sources: microsoft/aspire#19310, microsoft/aspire#19076,
microsoft/aspire#19826, microsoft/aspire#20070, microsoft/aspire#15671,
microsoft/aspire#15969.
- [x] **15. All 25 proposal dispositions:** listed below, including
newer dashboard backports and four exclusions. Existing Sandbox
inference coverage is retained rather than copied from a stale draft.
- [ ] **16. Refresh generated API/catalog/Twoslash data from an official
post-backport 13.6 build.** Existing `26473.12`/`a11eca96` data remains
untouched. The newest public `dotnet9` feed package checked,
`13.6.0-preview.1.26474.10` at
`43496a2a306c81c862c947b11b4f4e5494b6fe08`, still has no Redis
`WithRepl` in its actual package XML. Do not use 14.x, hand-edit
declarations, or attribute source changes to older binaries.
- [ ] **Validate the six REPL examples against that actual post-backport
SDK and running clients.** Their new TypeScript fences are plain
TypeScript, not annotated with unsupported Twoslash data. No existing
diagnostics are allowlisted or suppressed; no generated API exports are
fabricated. Enable Twoslash when the genuine catalog catches up.

### All 25 open proposal dispositions and provenance

Text is selectively adapted from these proposals, not merged wholesale.
#1778 and #1748 are authored by @sebastienros; the other proposals are
authored by the Aspire repo bot. The table credits the associated
product-change authors where supplied by the proposals. Existing PRs
remain open and unchanged.

| Docs PR | Release source / credited product author | Disposition |
| --- | --- | --- |
| #1778 | microsoft/aspire#19729 — @sebastienros | **Adopted:**
canonical connection-string alias correction, including logical-first
resolution and migration. |
| #1771 | microsoft/aspire#20481 — @sebastienros | **Excluded:** flat
polyglot feature keys are not in the audited release tip; no verified
backport. Preserve release key names. |
| #1770 | microsoft/aspire#20525 → microsoft/aspire#20548 — @mitchdenny
| **Corrected/adopted:** command guides plus the still-current 13.6
article, which the proposal incorrectly treats as historical. |
| #1769 | microsoft/aspire#20416 — @JamesNK | **Excluded:** brand hover
change has no verified 13.6 membership/backport. |
| #1768 | microsoft/aspire#20523 → microsoft/aspire#20546 — @JamesNK |
**Adopted:** run pin/unpin preserves selector and current selection. |
| #1766 | microsoft/aspire#20537 → microsoft/aspire#20541 — @mitchdenny
| **Adopted:** terminal dock empty state. |
| #1761 | microsoft/aspire#20490 → microsoft/aspire#20496 — @eerhardt |
**Corrected:** graduation is 13.6, package remains prerelease,
Blazor-specific exception retained. |
| #1760 | microsoft/aspire#20436 — @eerhardt | **Excluded:** CLI
net11/tools-any retarget is not in the audited release; no fallback-base
inference. |
| #1748 | microsoft/aspire#20131 — @sebastienros | **Adopted:** extend
existing provisioning guide with service-specific models/lookups and
projection limits. |
| #1744 | microsoft/aspire#20337 → microsoft/aspire#20441 — @karolz-ms |
**Adopted:** precise SDK-conditional multithreaded build coverage. |
| #1740 | microsoft/aspire#20231 → microsoft/aspire#20419 — @mitchdenny
| **Adapted:** all six guides; TypeScript-first tabs, source-verified
lifecycle/security. Actual post-backport SDK/runtime gate is open above.
|
| #1738 | microsoft/aspire#20158 → microsoft/aspire#20405 — @karolz-ms |
**Partly already covered / completed:** existing seven-skill catalog
retained; add project migration guidance and correct command
catalog/defaults. Do not misclassify the bundled skill as a companion
tool. |
| #1735 | microsoft/aspire#20334 — @karolz-ms | **Excluded:** enhanced
startup errors are not in the audited release; no verified backport. |
| #1731 | microsoft/aspire#19847 → microsoft/aspire#20391 — @eerhardt |
**Corrected/adopted:** in-process NuGet and real authenticated-restore
troubleshooting, not cache-command authentication. |
| #1719 | microsoft/aspire#20299 → microsoft/aspire#20407 — @JamesNK |
**Corrected/adopted:** cookie naming/scoping; identical names can
collide but do not guarantee cross-dashboard cookie decryptability or
shared sign-in. |
| #1664 | microsoft/aspire#20011 — @maddymontaquila | **Adopted:**
concise Azure environment icon release note. |
| #1628 | microsoft/aspire#17742 — @davidfowl | **Adapted/expanded:**
canonical Toolbox examples, consumer contract, role/index prerequisites,
approval/security and concurrency limits. |
| #1623 | microsoft/aspire#19810 — @mitchdenny | **Already covered:**
current Sandbox guide/article already describe compute inference,
explicit selection and external endpoints. Preserve that guidance while
removing obsolete suppressions. |
| #1620 | microsoft/aspire#19243 — @sebastienros | **Adapted:** AKS
credential-before-Helm cleanup and destructive-operation warning; omit
misleading ambient-context workaround. |
| #1614 | microsoft/aspire#19870 — @sebastienros | **Adopted:** typed
callback handle behavior in extension authoring and article. |
| #1574 | microsoft/aspire#19430 — @mitchdenny | **Adapted:** canonical
hostname inheritance, explicit-host precedence, catch-all default
backend. |
| #1570 | microsoft/aspire#19590 — @karolz-ms | **Adopted:** Dev Tunnel
URL regression troubleshooting. |
| #1565 | microsoft/aspire#19429 — @mitchdenny | **Corrected/adopted:**
Helm embedded parameters with real `refExpr` and `addParameter(name, {
value })`, not stringifying a handle or using an invalid actual-SDK
overload. |
| #1564 | microsoft/aspire#19026 — @karolz-ms | **Corrected/adopted:**
C#/TypeScript Dotnet gateway walkthrough. Retain both experimental
diagnostics; remove obsolete run-only restriction after
microsoft/aspire#19997 publishing support. Avoid imported ambiguous API
reference. |
| #1499 | microsoft/aspire#19248 — @IEvangelist | **Adopted:** describe
exact secret-value redaction and embedded-secret limit; release article
already covered the fix. |

### Important source-verified corrections to proposals / earlier audit
assumptions

-
[`BlazorGatewayExtensions.cs`](https://github.com/microsoft/aspire/blob/e8fd6fbb954f50ccd2e66479538392f65e13e71d/src/Aspire.Hosting.Blazor/BlazorGatewayExtensions.cs):
`AddDotnetProjectBlazorGateway` and the Dotnet `WithBlazorClientApp`
overload still carry `ASPIREDOTNETPROJECT001`; the class carries
`ASPIREBLAZOR001`. They share `WithBlazorClientAppCore`/`WithBlazorApp`
and the publish-companion path. Thus neither blanket diagnostic
retirement nor the proposal's old run-only claim is correct.
-
[`SkillDefinition.cs`](https://github.com/microsoft/aspire/blob/e8fd6fbb954f50ccd2e66479538392f65e13e71d/src/Aspire.Cli/Agents/SkillDefinition.cs)
sets bundled skills' `IsDefault=true`;
[`AgentInitCommand.cs`](https://github.com/microsoft/aspire/blob/e8fd6fbb954f50ccd2e66479538392f65e13e71d/src/Aspire.Cli/Commands/AgentInitCommand.cs)
selects the applicable catalog defaults for both flows. MCP has its own
standalone-only binding.
-
[`TypeScriptAppHostToolchainResolver.cs`](https://github.com/microsoft/aspire/blob/e8fd6fbb954f50ccd2e66479538392f65e13e71d/src/Aspire.Cli/Projects/TypeScriptAppHostToolchainResolver.cs)
is the source for Deno flags and certificate variable; guest Deno
hosting is separate.
- [`Radius
README`](https://github.com/microsoft/aspire/blob/e8fd6fbb954f50ccd2e66479538392f65e13e71d/src/Aspire.Hosting.Radius/README.md)
supplies the resource-specific credential rules and publish diagnostics,
not assumptions about local endpoints.

## Third-party links and affiliations

<!-- List third-party links and disclose material affiliations. -->

Links point to official Microsoft Learn, VS Code Marketplace debugger
extensions, Rust/Cargo/Bacon documentation, Radius documentation, and
source repositories. No sponsorship, commercial endorsement, or
affiliation claim is introduced. Maintainers should supply any personal
affiliation disclosure required by policy; automation has not inferred
one.

## Validation

<!-- List the checks you ran or explain why validation isn't needed. -->

- **97 passing focused unit checks** across API-reference
authoring/rendering, Twoslash blocks, file-tree formatting, CLI
configuration schema, SEO lengths, and resource catalog.
- **82 passing structured-data checks**, including exact integration
mapping uniqueness and page resolution.
- **11 C# samples compile**, zero warnings/errors, using genuine
`13.6.0-preview.1.26473.12` packages. Scope: Rust, Connector Namespace,
Radius, Toolbox, inline CSI, Helm, Blazor gateway, and provisioning.
`Projects.Api/Worker/Client` use compile-only `IProjectMetadata`
stand-ins; no claim of running those apps or provisioning cloud
resources.
- **10 TypeScript samples pass `tsc`** under `strict`, `NodeNext`, and
`ES2022` against three **unmodified actual SDK files**, not just the
site's declaration bundle. The fixture uses the exact `e8fd6fbb` release
`AtsCapabilityScanner` and genuine `26473.12`
TypeSystem/code-generator/integration binaries, whose informational
source is `a11eca96`. This is an isolated local generation fixture,
**not** a claim that official CLI generation or a new packaged release
was tested. An attempted restore with the older handed-off local CLI
could not discover an AppHost server; the bounded direct generator
fixture was used instead.
- The SDK scan is **not globally warning-free**: it reports a Radius
`withContainerImage` collision on `CSharpAppResource` and an App
Configuration `createRoleAssignment` overload collision. None of the
compiled examples calls those colliding methods; the warnings are
retained in evidence, not suppressed, and no generated declarations were
edited.
- Browser: Connector Namespace, Radius, both Rust pages, Foundry
hosting, and What's new return **HTTP 200**, correct headings, and no
rendered Twoslash errors. New guide/article page-local anchors and the
cross-page Blazor anchor resolve. Connector/Radius mobile layouts have
no horizontal overflow; Connector language-tab interaction works.
Standalone Astro preview emits expected `/api/live` 404s because
StaticHost is not running.
- `git diff --check` passes. No production `pnpm build`, cloud
deployment, REPL runtime session, full product suite, or blanket
validation of every pre-existing example was performed.
- Generated C#/TypeScript API data, declaration bundles, integration
catalogs, image catalogs, and contributor data are unchanged. Only the
authored package-to-guide mapping is updated.

**Before merging:** complete the two packaging/REPL checkboxes above,
inspect CI, and obtain human review. This PR intentionally does not
close or merge the source documentation proposals.

---------

Co-authored-by: David Pine <7679720+IEvangelist@users.noreply.github.com>
Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>
David Pine (IEvangelist) added a commit that referenced this pull request Sep 29, 2026
Completes the in-progress `aspire-13-6.mdx` draft by adding the
remaining "Ship Mode" / changelog highlights, without removing any
previously approved content.

## What's added
- **Dashboard:** Native AOT standalone dashboard + Fluent UI Blazor v5
refresh.
- **Integrations:** docked database/cache REPLs (`WithRepl()`), remote
Foundry Local services (`RunAsFoundryLocal(endpoint)`), Cosmos DB
emulator OpenTelemetry.
- **App model:** multithreaded coordinated builds, Project V2 migration
skill for agents.
- **CLI:** pin the CLI via a local tool manifest
(`AspireCliInvocationMode`), MCP config now opt-in in `aspire
new`/`init`.
- **VS Code:** outdated-CLI warning.
- Reworked the "This release introduces" list into a high-level summary
rather than a section-by-section table of contents.

## Update: TODOs and review feedback addressed

- **Merged `release/13.6`** (42 commits, including #1780 and #1684).
When resolving conflicts, I kept this PR's summary list and emoji
headings and took the release branch's corrected facts: .NET project
graduation, `-mt` SDK requirements, and the Blazor gateway publish
support. I kept the Project V2 migration skill and Remote Foundry Local
bullets.
- **All TODOs resolved; the article now has none:**
- Connector Namespace (#1781): links to
`/integrations/cloud/azure/azure-connector-namespace/`.
- Connection-string naming (#1782): links to
`/fundamentals/environment-variables/#migrating-connection-string-consumers`.
  - Foundry Toolbox (#1628): links to the Toolbox walkthrough.
- Docked REPLs (#1777): links to the per-integration **Open an
interactive REPL** sections. The six REPL anchors were broken
(`#add-*-with-a-repl-command`) and are fixed to
`#open-an-interactive-repl`.
- Java (@marshalhayes): added an `addSpringBootApp` / `AddSpringBootApp`
sample, taken from the package README.
- Rust (@afscrome): used the reviewer's
`addRustApp(...).withHttpEndpoint({ env: 'PORT' })` sample.
- **Twoslash:** every TypeScript AppHost fence is now `twoslash`. New
TypeScript-first tabs cover `withRepl`, `withTerminal`, `addRustApp`,
`addSpringBootApp`, `withBuildEnvironment`, `addDenoApp`, and
`addToolbox`.
- **Preview note:** added a "Prerelease packages" note. Java, Rust,
Connector Namespace, and Sandboxes ship as `13.6.0-preview.1`.
- **Deno bullet:** now accurately says `AddDenoApp` is experimental
(`ASPIREDENO001`) and distinct from the Community Toolkit Deno
integration.
- **API vetting:** all 45 API names in the article are verified against
microsoft/aspire `release/13.6` @ `f4c27f2d`. `WithRepl` comes from
microsoft/aspire#20419 and exists on Redis, Valkey, PostgreSQL, MySQL,
SQL Server, and MongoDB.

**Validation** was run against this branch plus the #1787 13.6.0 API
data:
- `twoslash-blocks` passes. A negative control (`withReplz`,
`addSpringBootAppz`) fails with TS2551 as expected.
- 59 API-reference and SEO tests pass.
- All internal links and anchors in the article resolve.

> [!IMPORTANT]
> Merge #1787 first. The new Twoslash blocks need its regenerated 13.6.0
types (`withRepl`, Java, Rust).

---------

Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>
Co-authored-by: David Pine <7679720+IEvangelist@users.noreply.github.com>
Copilot-Session: 829e510d-2b06-4301-9759-3bd760c45e5c
Clarified connection string example and updated Toolbox versioning details.

Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>
Preserve updated release documentation alongside the Toolbox prerequisite, endpoint, and version-pinning corrections.

Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>
@eerhardt

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