diff --git a/cli/azd/extensions/azure.ai.rle/artifacts/0.8.43-preview/azure-ai-rle-darwin-amd64.zip b/cli/azd/extensions/azure.ai.rle/artifacts/0.8.43-preview/azure-ai-rle-darwin-amd64.zip
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diff --git a/cli/azd/extensions/azure.ai.rle/artifacts/0.8.43-preview/azure-ai-rle-linux-amd64.tar.gz b/cli/azd/extensions/azure.ai.rle/artifacts/0.8.43-preview/azure-ai-rle-linux-amd64.tar.gz
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diff --git a/cli/azd/extensions/azure.ai.rle/artifacts/0.8.43-preview/azure-ai-rle-windows-amd64.zip b/cli/azd/extensions/azure.ai.rle/artifacts/0.8.43-preview/azure-ai-rle-windows-amd64.zip
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diff --git a/cli/azd/extensions/registry.rle.json b/cli/azd/extensions/registry.rle.json
index 44a767bb337..51b73fce68c 100644
--- a/cli/azd/extensions/registry.rle.json
+++ b/cli/azd/extensions/registry.rle.json
@@ -974,6 +974,107 @@
               "url": "https://raw.githubusercontent.com/Azure/azure-dev/rle-releases/cli/azd/extensions/azure.ai.rle/artifacts/0.8.42-preview/azure-ai-rle-windows-arm64.zip"
             }
           }
+        },
+        {
+          "version": "0.8.43-preview",
+          "capabilities": [
+            "custom-commands",
+            "metadata"
+          ],
+          "usage": "azd ai rle <command> [options]",
+          "examples": [
+            {
+              "name": "prepare",
+              "description": "Build Harbor task images remotely in ACR and upload bundles without creating an environment version.",
+              "usage": "azd ai rle prepare --taskset-dir ./data"
+            },
+            {
+              "name": "publish",
+              "description": "Publish prepared Harbor task JSON, or build and publish a non-Harbor release declared in rle.toml.",
+              "usage": "azd ai rle publish"
+            },
+            {
+              "name": "run",
+              "description": "Build and run the local RLE environment container (Gym: OpenEnv only).",
+              "usage": "azd ai rle run"
+            },
+            {
+              "name": "rollout",
+              "description": "Execute one rollout of the environment version declared in rle.toml. Policy defaults to model.policy_type or loom; --policy_type overrides it. The model defaults to model.name.",
+              "usage": "azd ai rle rollout --task-file task.json"
+            },
+            {
+              "name": "models",
+              "description": "List supported RLE model identifiers and renderers.",
+              "usage": "azd ai rle models"
+            },
+            {
+              "name": "list",
+              "description": "List RLE environments in a Foundry project.",
+              "usage": "azd ai rle list"
+            },
+            {
+              "name": "show",
+              "description": "Show stored status and Harbor Ready/Total for rle.name and rle.version. Use --name to list all versions.",
+              "usage": "azd ai rle show [--name <environment-name>]"
+            },
+            {
+              "name": "show tasks",
+              "description": "Browse Harbor task image statuses with Previous/Next pages. Defaults to rle.name and rle.version.",
+              "usage": "azd ai rle show tasks [--name <environment-name>] [--version <version>]"
+            }
+          ],
+          "artifacts": {
+            "darwin/amd64": {
+              "checksum": {
+                "algorithm": "sha256",
+                "value": "d7ed7bb26e8ac11d41f1076a57018caf8b66a01c93b79f1ddf1aa795d9f33648"
+              },
+              "entryPoint": "azure-ai-rle-darwin-amd64",
+              "url": "https://raw.githubusercontent.com/Azure/azure-dev/rle-releases/cli/azd/extensions/azure.ai.rle/artifacts/0.8.43-preview/azure-ai-rle-darwin-amd64.zip"
+            },
+            "darwin/arm64": {
+              "checksum": {
+                "algorithm": "sha256",
+                "value": "74f333e8e38e06775c4eba02550d79b0b70e0af1298d5d1510c8db107f69423c"
+              },
+              "entryPoint": "azure-ai-rle-darwin-arm64",
+              "url": "https://raw.githubusercontent.com/Azure/azure-dev/rle-releases/cli/azd/extensions/azure.ai.rle/artifacts/0.8.43-preview/azure-ai-rle-darwin-arm64.zip"
+            },
+            "linux/amd64": {
+              "checksum": {
+                "algorithm": "sha256",
+                "value": "9785e370e5932ec688ce661b1ca3edc340f2d637bf9e2c652e84e7cc322a250e"
+              },
+              "entryPoint": "azure-ai-rle-linux-amd64",
+              "url": "https://raw.githubusercontent.com/Azure/azure-dev/rle-releases/cli/azd/extensions/azure.ai.rle/artifacts/0.8.43-preview/azure-ai-rle-linux-amd64.tar.gz"
+            },
+            "linux/arm64": {
+              "checksum": {
+                "algorithm": "sha256",
+                "value": "baf2219a2150f298660450dd8b093952a5ba4376d5cd68266bdf3956c18b9a44"
+              },
+              "entryPoint": "azure-ai-rle-linux-arm64",
+              "url": "https://raw.githubusercontent.com/Azure/azure-dev/rle-releases/cli/azd/extensions/azure.ai.rle/artifacts/0.8.43-preview/azure-ai-rle-linux-arm64.tar.gz"
+            },
+            "windows/amd64": {
+              "checksum": {
+                "algorithm": "sha256",
+                "value": "b6455f8b76f8e09c278ebea980bc24863d027147634bf62c2f0b5a1742ae8950"
+              },
+              "entryPoint": "azure-ai-rle-windows-amd64.exe",
+              "url": "https://raw.githubusercontent.com/Azure/azure-dev/rle-releases/cli/azd/extensions/azure.ai.rle/artifacts/0.8.43-preview/azure-ai-rle-windows-amd64.zip"
+            },
+            "windows/arm64": {
+              "checksum": {
+                "algorithm": "sha256",
+                "value": "62017cebd0354d7d1325433893511bcd7ca8734fbd428db280885a882a3fd304"
+              },
+              "entryPoint": "azure-ai-rle-windows-arm64.exe",
+              "url": "https://raw.githubusercontent.com/Azure/azure-dev/rle-releases/cli/azd/extensions/azure.ai.rle/artifacts/0.8.43-preview/azure-ai-rle-windows-arm64.zip"
+            }
+          },
+          "breakingChanges": true
         }
       ],
       "tags": [