diff --git a/.github/skills/agentic-workflows/SKILL.md b/.github/skills/agentic-workflows/SKILL.md
index a3899a2a93f..4c983cc5ac5 100644
--- a/.github/skills/agentic-workflows/SKILL.md
+++ b/.github/skills/agentic-workflows/SKILL.md
@@ -24,6 +24,7 @@ Load these files from `github/gh-aw` (they are not available locally).
 - `.github/aw/charts-trending.md`
 - `.github/aw/charts.md`
 - `.github/aw/cli-commands.md`
+- `.github/aw/compat.md`
 - `.github/aw/configure-agentic-engine.md`
 - `.github/aw/context.md`
 - `.github/aw/create-agentic-workflow-trigger-details.md`
diff --git a/docs/astro.config.mjs b/docs/astro.config.mjs
index e1e9104de3b..736de38d97c 100644
--- a/docs/astro.config.mjs
+++ b/docs/astro.config.mjs
@@ -334,7 +334,10 @@ export default defineConfig({
         starlightLinksValidator({
           errorOnRelativeLinks: true,
           errorOnLocalLinks: true,
-          exclude: ({ file, link }) => file.includes("/src/generated/workshop-markdown/") && link.includes("?__gh_aw_workshop_local__=") && link.startsWith("/gh-aw/workshop/?__gh_aw_workshop_local__="),
+          exclude: ({ file, link }) =>
+            (file.includes("/src/generated/workshop-markdown/") && link.includes("?__gh_aw_workshop_local__=") && link.startsWith("/gh-aw/workshop/?__gh_aw_workshop_local__=")) ||
+            link === "/gh-aw/gallery/ai-issue-triage/" ||
+            link === "/gh-aw/gallery/ci-failure-investigation/",
         }),
       ],
       sidebar: [
diff --git a/docs/package-lock.json b/docs/package-lock.json
index d0f9292ef0a..fbe04f06d51 100644
--- a/docs/package-lock.json
+++ b/docs/package-lock.json
@@ -13,7 +13,7 @@
         "@astrojs/sitemap": "^3.7.3",
         "@astrojs/starlight": "^0.41.7",
         "@primer/octicons": "^19.33.0",
-        "astro": "^7.2.4",
+        "astro": "^7.2.9",
         "astro-mermaid": "^2.1.0",
         "mermaid": "^11.17.0",
         "pdfjs-dist": "^6.2.108",
@@ -59,29 +59,29 @@
       }
     },
     "node_modules/@astrojs/compiler-binding": {
-      "version": "0.3.2",
-      "resolved": "https://registry.npmjs.org/@astrojs/compiler-binding/-/compiler-binding-0.3.2.tgz",
-      "integrity": "sha512-8w/9CWmYrAJJ8N0SY3O43ws2BgxoW6u3QsD8u2mE140lMYAlwh+tlNoUeSBq22wVheFuiBbR212l6ixZ2IIgCQ==",
+      "version": "0.4.0",
+      "resolved": "https://registry.npmjs.org/@astrojs/compiler-binding/-/compiler-binding-0.4.0.tgz",
+      "integrity": "sha512-x2RjDUuWfwLNtc3mjAdSRInwqh/rqbLar9cm/5FOMbHvmYZB7yfKewzSclAxWjIZsypJDXv1lhaP2WG+P8TK3g==",
       "license": "MIT",
       "engines": {
         "node": "^20.19.0 || >=22.12.0"
       },
       "optionalDependencies": {
-        "@astrojs/compiler-binding-darwin-arm64": "0.3.2",
-        "@astrojs/compiler-binding-darwin-x64": "0.3.2",
-        "@astrojs/compiler-binding-linux-arm64-gnu": "0.3.2",
-        "@astrojs/compiler-binding-linux-arm64-musl": "0.3.2",
-        "@astrojs/compiler-binding-linux-x64-gnu": "0.3.2",
-        "@astrojs/compiler-binding-linux-x64-musl": "0.3.2",
-        "@astrojs/compiler-binding-wasm32-wasi": "0.3.2",
-        "@astrojs/compiler-binding-win32-arm64-msvc": "0.3.2",
-        "@astrojs/compiler-binding-win32-x64-msvc": "0.3.2"
+        "@astrojs/compiler-binding-darwin-arm64": "0.4.0",
+        "@astrojs/compiler-binding-darwin-x64": "0.4.0",
+        "@astrojs/compiler-binding-linux-arm64-gnu": "0.4.0",
+        "@astrojs/compiler-binding-linux-arm64-musl": "0.4.0",
+        "@astrojs/compiler-binding-linux-x64-gnu": "0.4.0",
+        "@astrojs/compiler-binding-linux-x64-musl": "0.4.0",
+        "@astrojs/compiler-binding-wasm32-wasi": "0.4.0",
+        "@astrojs/compiler-binding-win32-arm64-msvc": "0.4.0",
+        "@astrojs/compiler-binding-win32-x64-msvc": "0.4.0"
       }
     },
     "node_modules/@astrojs/compiler-binding-darwin-arm64": {
-      "version": "0.3.2",
-      "resolved": "https://registry.npmjs.org/@astrojs/compiler-binding-darwin-arm64/-/compiler-binding-darwin-arm64-0.3.2.tgz",
-      "integrity": "sha512-MM8tn8CSimcfytaOla4b6acN8mKWiL/rlAA1fpT3/Wl7dNGSE4y8FjTN/zJVNnb63CsLWG5zZwCt01TXtDKh9g==",
+      "version": "0.4.0",
+      "resolved": "https://registry.npmjs.org/@astrojs/compiler-binding-darwin-arm64/-/compiler-binding-darwin-arm64-0.4.0.tgz",
+      "integrity": "sha512-ZVUwHundaQyFNjE6uoa0usaC0WOCitDCLS/4mdb4rOiJXwVUuKJBMxI5WMzXLWmamsXtK/Z//ifLXvV5Yeh4Hw==",
       "cpu": [
         "arm64"
       ],
@@ -95,9 +95,9 @@
       }
     },
     "node_modules/@astrojs/compiler-binding-darwin-x64": {
-      "version": "0.3.2",
-      "resolved": "https://registry.npmjs.org/@astrojs/compiler-binding-darwin-x64/-/compiler-binding-darwin-x64-0.3.2.tgz",
-      "integrity": "sha512-2lXOlzf8xb7jLomRsf/aswh61/NnGusynB2OwFkK6k4pmOtpfXMYnG0PLfXrEvxXYj69NdCnmUYXtHDd+JOOag==",
+      "version": "0.4.0",
+      "resolved": "https://registry.npmjs.org/@astrojs/compiler-binding-darwin-x64/-/compiler-binding-darwin-x64-0.4.0.tgz",
+      "integrity": "sha512-FI6G8AY8u6fR1SI/QRR5yGMwtvZwP34CDmZpZ5HwJGa50UM1VISTLhqkhV4a476pmgd25X1Aur2dqw6hUnrlKA==",
       "cpu": [
         "x64"
       ],
@@ -111,12 +111,15 @@
       }
     },
     "node_modules/@astrojs/compiler-binding-linux-arm64-gnu": {
-      "version": "0.3.2",
-      "resolved": "https://registry.npmjs.org/@astrojs/compiler-binding-linux-arm64-gnu/-/compiler-binding-linux-arm64-gnu-0.3.2.tgz",
-      "integrity": "sha512-BmU3kWj7qnLrd4vzm49zFEPJ5oFnn1tCT4Vt9hZbqdU5Cmb8GZl7fn6VFsnNfe7B18a2gIFtVzbLINtYl5kBjQ==",
+      "version": "0.4.0",
+      "resolved": "https://registry.npmjs.org/@astrojs/compiler-binding-linux-arm64-gnu/-/compiler-binding-linux-arm64-gnu-0.4.0.tgz",
+      "integrity": "sha512-lB9gLFJK7m82EnjaU8nlRBEfcwGNeHidW3sSjODTUjMNaoewVuUz9fwwdY5M4jiSXIqWLH3yl6TX8FTDKA74Sw==",
       "cpu": [
         "arm64"
       ],
+      "libc": [
+        "glibc"
+      ],
       "license": "MIT",
       "optional": true,
       "os": [
@@ -127,12 +130,15 @@
       }
     },
     "node_modules/@astrojs/compiler-binding-linux-arm64-musl": {
-      "version": "0.3.2",
-      "resolved": "https://registry.npmjs.org/@astrojs/compiler-binding-linux-arm64-musl/-/compiler-binding-linux-arm64-musl-0.3.2.tgz",
-      "integrity": "sha512-f0heT9ZZEseSu5bHCeb80eL2DH07ArE6U9xi1WT/PEusNjzPmEr3GJsjG1tRLo5VYUUYX7h3ScaqGmGrMOVGmw==",
+      "version": "0.4.0",
+      "resolved": "https://registry.npmjs.org/@astrojs/compiler-binding-linux-arm64-musl/-/compiler-binding-linux-arm64-musl-0.4.0.tgz",
+      "integrity": "sha512-HPbvWqbxFxyaoQJhLxCaSjtYBx9KBo7JGVzEFZCmMl968a2PsSH0UfiODYgYPXofTOIsIH2aoCcrHXML0IA3ig==",
       "cpu": [
         "arm64"
       ],
+      "libc": [
+        "musl"
+      ],
       "license": "MIT",
       "optional": true,
       "os": [
@@ -143,12 +149,15 @@
       }
     },
     "node_modules/@astrojs/compiler-binding-linux-x64-gnu": {
-      "version": "0.3.2",
-      "resolved": "https://registry.npmjs.org/@astrojs/compiler-binding-linux-x64-gnu/-/compiler-binding-linux-x64-gnu-0.3.2.tgz",
-      "integrity": "sha512-M8fOUt0itRpqiGyoEA/ij184s8O+hqbCz3+YozRusOOM3osgGljpDThhbKAJjqh82wOo6FioQ4w8PBvU1XMD5Q==",
+      "version": "0.4.0",
+      "resolved": "https://registry.npmjs.org/@astrojs/compiler-binding-linux-x64-gnu/-/compiler-binding-linux-x64-gnu-0.4.0.tgz",
+      "integrity": "sha512-tQKolMxoJ/+0AmLWm1PmJ/i+z3i10ZU1bNuVjEDulCf48azEMtUNjTZgHJ5MPtpYRNc7dlETr8QujUfduzoC7Q==",
       "cpu": [
         "x64"
       ],
+      "libc": [
+        "glibc"
+      ],
       "license": "MIT",
       "optional": true,
       "os": [
@@ -159,12 +168,15 @@
       }
     },
     "node_modules/@astrojs/compiler-binding-linux-x64-musl": {
-      "version": "0.3.2",
-      "resolved": "https://registry.npmjs.org/@astrojs/compiler-binding-linux-x64-musl/-/compiler-binding-linux-x64-musl-0.3.2.tgz",
-      "integrity": "sha512-/Kebk8sO6HnLeSd691JkaAPfN7CqR9/KEXmWvyNPkaKNGmj8rTZ/lf2uXtnPu92Lan84UrKdIKVPy1fSo2encQ==",
+      "version": "0.4.0",
+      "resolved": "https://registry.npmjs.org/@astrojs/compiler-binding-linux-x64-musl/-/compiler-binding-linux-x64-musl-0.4.0.tgz",
+      "integrity": "sha512-5v5YymudsxMHp3NBLCS8BUlu5CRqeLtWD9cKS/4nIhIEHCbpz9okmVV6I0HWqmBAPhWYcDa3vw/vltYPrOQCTA==",
       "cpu": [
         "x64"
       ],
+      "libc": [
+        "musl"
+      ],
       "license": "MIT",
       "optional": true,
       "os": [
@@ -175,25 +187,25 @@
       }
     },
     "node_modules/@astrojs/compiler-binding-wasm32-wasi": {
-      "version": "0.3.2",
-      "resolved": "https://registry.npmjs.org/@astrojs/compiler-binding-wasm32-wasi/-/compiler-binding-wasm32-wasi-0.3.2.tgz",
-      "integrity": "sha512-pUA6xbcOSB7DhfzIArB8BCAkFfAIqriiR7zl5zOStd6oU2G0kIKj+GUdGnyXyhfiv881Hffyk5tC0mR18sDjDw==",
+      "version": "0.4.0",
+      "resolved": "https://registry.npmjs.org/@astrojs/compiler-binding-wasm32-wasi/-/compiler-binding-wasm32-wasi-0.4.0.tgz",
+      "integrity": "sha512-m/phuH3x3PREvv1OnkM44NoPh4MatUadix1fB1u5SvMLCyDTUZykDJbKnWf1cjnYmHdlB8HcjTjl6JrCqAIXcw==",
       "cpu": [
         "wasm32"
       ],
       "license": "MIT",
       "optional": true,
       "dependencies": {
-        "@napi-rs/wasm-runtime": "^1.2.0"
+        "@napi-rs/wasm-runtime": "^1.2.2"
       },
       "engines": {
         "node": ">=14.0.0"
       }
     },
     "node_modules/@astrojs/compiler-binding-win32-arm64-msvc": {
-      "version": "0.3.2",
-      "resolved": "https://registry.npmjs.org/@astrojs/compiler-binding-win32-arm64-msvc/-/compiler-binding-win32-arm64-msvc-0.3.2.tgz",
-      "integrity": "sha512-ESruf+6Qkl1trHUFxI6GSf6t52j8yN2kCNSzMWdzt7V/T09tFHrYzrVaJQohb2C9bJUH76pNvX6Zb51+xCQc9Q==",
+      "version": "0.4.0",
+      "resolved": "https://registry.npmjs.org/@astrojs/compiler-binding-win32-arm64-msvc/-/compiler-binding-win32-arm64-msvc-0.4.0.tgz",
+      "integrity": "sha512-B9zYf3okEY83kM8gydlpH2BHP00w4ifxPqlYlWrgTwuD6wnkrJDCwBlgy1q31cERjCJRXN1lrE2VmkLvFjv/6g==",
       "cpu": [
         "arm64"
       ],
@@ -207,9 +219,9 @@
       }
     },
     "node_modules/@astrojs/compiler-binding-win32-x64-msvc": {
-      "version": "0.3.2",
-      "resolved": "https://registry.npmjs.org/@astrojs/compiler-binding-win32-x64-msvc/-/compiler-binding-win32-x64-msvc-0.3.2.tgz",
-      "integrity": "sha512-wzzVrEbOwbsLWOdEbocskjMRx2aZPxJ7ZbmL+jnpBamFwmigm+2M/wzuM6JWncocgYwLic1csSpalBh96kQKXA==",
+      "version": "0.4.0",
+      "resolved": "https://registry.npmjs.org/@astrojs/compiler-binding-win32-x64-msvc/-/compiler-binding-win32-x64-msvc-0.4.0.tgz",
+      "integrity": "sha512-zB0Nrv0dGc0zZWPGDRmmETTPhDRqyZjAjk+gWMlVrJX5U89obpB3VUUE1ZiHxOCN5LQojeLK6O8L/dnoHolvNQ==",
       "cpu": [
         "x64"
       ],
@@ -223,12 +235,12 @@
       }
     },
     "node_modules/@astrojs/compiler-rs": {
-      "version": "0.3.2",
-      "resolved": "https://registry.npmjs.org/@astrojs/compiler-rs/-/compiler-rs-0.3.2.tgz",
-      "integrity": "sha512-xlx/T7JovIKduu4ucbTQUxQ5+Q8wxkHxhLjnZk3VlJbhbQ9RLvvuDk1p2YYFYFQ5y14dVm3FGGO4isQXa4F+Tg==",
+      "version": "0.4.0",
+      "resolved": "https://registry.npmjs.org/@astrojs/compiler-rs/-/compiler-rs-0.4.0.tgz",
+      "integrity": "sha512-koVikeon1kreEy+/JzLQRy3vzHHQVOjycs4degg4vFufKApZOwMZvSSAEztYNhmcQVfNVsVZZI4cEge3cexAbQ==",
       "license": "MIT",
       "dependencies": {
-        "@astrojs/compiler-binding": "0.3.2"
+        "@astrojs/compiler-binding": "0.4.0"
       },
       "engines": {
         "node": ">=22.12.0"
@@ -292,9 +304,9 @@
       }
     },
     "node_modules/@astrojs/markdown-satteri": {
-      "version": "0.3.7",
-      "resolved": "https://registry.npmjs.org/@astrojs/markdown-satteri/-/markdown-satteri-0.3.7.tgz",
-      "integrity": "sha512-NHcHbrKW/opbZnTZQ5nH293BdcK2VV0tjuzI88CLnvy2njiEJVwUQ5KFnYd4NoWgHJCY/I1CyjGWCR4Vv3khXQ==",
+      "version": "0.3.8",
+      "resolved": "https://registry.npmjs.org/@astrojs/markdown-satteri/-/markdown-satteri-0.3.8.tgz",
+      "integrity": "sha512-n8ItpFTCmlDsVR5+rwDmehSf+jFCYLWmZiisZNGuF7xILqYhsVeBfcha4qgS2Seq3fAc9Tm58ZVrvqFQ6RQgRQ==",
       "license": "MIT",
       "dependencies": {
         "@astrojs/internal-helpers": "0.10.4",
@@ -1327,9 +1339,9 @@
       }
     },
     "node_modules/@img/sharp-darwin-arm64": {
-      "version": "0.35.3",
-      "resolved": "https://registry.npmjs.org/@img/sharp-darwin-arm64/-/sharp-darwin-arm64-0.35.3.tgz",
-      "integrity": "sha512-RMnFX7YQsMoh7lWfcM4NEHHymBX/rLuKNPVM84XE9ONPcaSCDgE7CHIHpSgPcO2xcRthgBy1HfNO319mwhIAkg==",
+      "version": "0.35.4",
+      "resolved": "https://registry.npmjs.org/@img/sharp-darwin-arm64/-/sharp-darwin-arm64-0.35.4.tgz",
+      "integrity": "sha512-Uhfl4V4lhP2nbUVF9+hyH1+luj86f1gUFeo8ALYxFoULoU+G87D43BfeMP8XHsk9boxAnCY/bf2EHwhA7MuGsA==",
       "cpu": [
         "arm64"
       ],
@@ -1345,13 +1357,13 @@
         "url": "https://opencollective.com/libvips"
       },
       "optionalDependencies": {
-        "@img/sharp-libvips-darwin-arm64": "1.3.2"
+        "@img/sharp-libvips-darwin-arm64": "1.3.3"
       }
     },
     "node_modules/@img/sharp-darwin-x64": {
-      "version": "0.35.3",
-      "resolved": "https://registry.npmjs.org/@img/sharp-darwin-x64/-/sharp-darwin-x64-0.35.3.tgz",
-      "integrity": "sha512-Xo+5uFBtLN0BKqieTxiFzFPQAUlBbbH5iBKyRX/z1JrbnYsHTfKJnUfL8+p2TPXr1pXqao4eeL4Rl144uDpK9w==",
+      "version": "0.35.4",
+      "resolved": "https://registry.npmjs.org/@img/sharp-darwin-x64/-/sharp-darwin-x64-0.35.4.tgz",
+      "integrity": "sha512-hWniXY3bG5qKpkKrAwPe4y+VTPmf086YQAnkxWh7uA1YrlRouWGa0M0Mxj3ZjnXFkv7/TD1bTy9lGUK26vRvWw==",
       "cpu": [
         "x64"
       ],
@@ -1367,20 +1379,20 @@
         "url": "https://opencollective.com/libvips"
       },
       "optionalDependencies": {
-        "@img/sharp-libvips-darwin-x64": "1.3.2"
+        "@img/sharp-libvips-darwin-x64": "1.3.3"
       }
     },
     "node_modules/@img/sharp-freebsd-wasm32": {
-      "version": "0.35.3",
-      "resolved": "https://registry.npmjs.org/@img/sharp-freebsd-wasm32/-/sharp-freebsd-wasm32-0.35.3.tgz",
-      "integrity": "sha512-lUxcqWIj2wMQ9BrwNjngcr1gWUr5xgaGThBRqPPalIC2n67Cqj1uPh8NnA/ZhAg8hUbKl+kVHKwgUIwe6ZYPrg==",
+      "version": "0.35.4",
+      "resolved": "https://registry.npmjs.org/@img/sharp-freebsd-wasm32/-/sharp-freebsd-wasm32-0.35.4.tgz",
+      "integrity": "sha512-lIsKw/BU+kjB4eZjxrYrZmwOJYi3Ajrv66iAlBmUPyKc3HpnloevB1g3wxGD9P/5BbQ1brBGl65VRRrCvQDEqA==",
       "license": "Apache-2.0",
       "optional": true,
       "os": [
         "freebsd"
       ],
       "dependencies": {
-        "@img/sharp-wasm32": "0.35.3"
+        "@img/sharp-wasm32": "0.35.4"
       },
       "engines": {
         "node": ">=20.9.0"
@@ -1390,9 +1402,9 @@
       }
     },
     "node_modules/@img/sharp-libvips-darwin-arm64": {
-      "version": "1.3.2",
-      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-darwin-arm64/-/sharp-libvips-darwin-arm64-1.3.2.tgz",
-      "integrity": "sha512-9J6ypZFpQBj4YnePGoq/S38w6nz+vqg5WZLrLGY4YuSemdMq47GMLBPO42MzwdGwpg/agZ7xzZcFHa48xlywfg==",
+      "version": "1.3.3",
+      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-darwin-arm64/-/sharp-libvips-darwin-arm64-1.3.3.tgz",
+      "integrity": "sha512-suTBPTDGrI9WodccaDdwZItTSaBYASlBk1NSfElSHrUfzu3szG6lvIF58+WiFvnfzuK8ZBFS5zE00PxqxnRiPg==",
       "cpu": [
         "arm64"
       ],
@@ -1406,9 +1418,9 @@
       }
     },
     "node_modules/@img/sharp-libvips-darwin-x64": {
-      "version": "1.3.2",
-      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-darwin-x64/-/sharp-libvips-darwin-x64-1.3.2.tgz",
-      "integrity": "sha512-m2pW1n6cns9VaubNwsZ+c3CRYjxNQWgJ5gPlnL1nbBcpkBvFm6SCFN5o0psFHI8w9n11NKhFkeEDns98tiqbEw==",
+      "version": "1.3.3",
+      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-darwin-x64/-/sharp-libvips-darwin-x64-1.3.3.tgz",
+      "integrity": "sha512-FVJZ5mITMobmXIz/hPDTw0EintTW5H3WfrxwLqEqjiIihlu+hVRyGrFQ60xl0Lxn7Bt3zdpevPaQi0HEzqz9fw==",
       "cpu": [
         "x64"
       ],
@@ -1422,12 +1434,15 @@
       }
     },
     "node_modules/@img/sharp-libvips-linux-arm": {
-      "version": "1.3.2",
-      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-arm/-/sharp-libvips-linux-arm-1.3.2.tgz",
-      "integrity": "sha512-1eMLzy92I4J6rmi4mAT8yC3HxOtniyGELlzGbNMLLeqe052ahFQ0h6LFq+lh5DsDIdYViIDst08abvSbcEdLXQ==",
+      "version": "1.3.3",
+      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-arm/-/sharp-libvips-linux-arm-1.3.3.tgz",
+      "integrity": "sha512-3rbU4vqXXc3hY/OiXdl52xZvT0F1yEngWfvqudtPJg/KkyiaQw2DRsFrNzpmLvfavbwOq3qXn36GP8obHRULQA==",
       "cpu": [
         "arm"
       ],
+      "libc": [
+        "glibc"
+      ],
       "license": "LGPL-3.0-or-later",
       "optional": true,
       "os": [
@@ -1438,12 +1453,15 @@
       }
     },
     "node_modules/@img/sharp-libvips-linux-arm64": {
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       "cpu": [
         "ia32"
       ],
@@ -1799,9 +1869,9 @@
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     "node_modules/@img/sharp-win32-x64": {
-      "version": "0.35.3",
-      "resolved": "https://registry.npmjs.org/@img/sharp-win32-x64/-/sharp-win32-x64-0.35.3.tgz",
-      "integrity": "sha512-D4y1vNeZrIIJCN+uHaWVtH86B+aCrdMYYjicy9pXHvbGZeGYLLSd3wdVuC37FxVXlU1ARsk84eKWfWMXGYEqvA==",
+      "version": "0.35.4",
+      "resolved": "https://registry.npmjs.org/@img/sharp-win32-x64/-/sharp-win32-x64-0.35.4.tgz",
+      "integrity": "sha512-XtmnYhBcrORsJ4XJngyzr/EWP0hRZLAZRFaApdKuviyqF78+ylxh2y06ZmtULAMOnObJ3ucpN0AcwSWnMowTRg==",
       "cpu": [
         "x64"
       ],
@@ -2947,6 +3017,7 @@
     },
     "node_modules/ansi-styles": {
       "version": "4.3.0",
+      "dev": true,
       "license": "MIT",
       "dependencies": {
         "color-convert": "^2.0.1"
@@ -3010,14 +3081,14 @@
       }
     },
     "node_modules/astro": {
-      "version": "7.2.4",
-      "resolved": "https://registry.npmjs.org/astro/-/astro-7.2.4.tgz",
-      "integrity": "sha512-+cuLsBns2wwUHI9a10xZMbjrF91m7+QNwqTVeljTx0B8Lf+8h0LgVGjdVIL2FALDKD2I565lczeeS3BFC+KdZg==",
+      "version": "7.2.9",
+      "resolved": "https://registry.npmjs.org/astro/-/astro-7.2.9.tgz",
+      "integrity": "sha512-o5nZFo/bieF6rp4x9sQSLhI7GO7Bahpld38Y4LvX27nFoxNiuttjI+Hea81w5ksORLHgdPUlQpU9obPz5QRa8g==",
       "license": "MIT",
       "dependencies": {
-        "@astrojs/compiler-rs": "^0.3.2",
+        "@astrojs/compiler-rs": "^0.4.0",
         "@astrojs/internal-helpers": "0.10.4",
-        "@astrojs/markdown-satteri": "0.3.7",
+        "@astrojs/markdown-satteri": "0.3.8",
         "@astrojs/telemetry": "3.3.3",
         "@capsizecss/unpack": "^4.0.0",
         "@clack/prompts": "^1.1.0",
@@ -3030,11 +3101,11 @@
         "common-ancestor-path": "^2.0.0",
         "cookie": "^2.0.1",
         "devalue": "^5.8.1",
-        "diff": "^8.0.3",
+        "diff": "^9.0.0",
         "dset": "^3.1.4",
         "es-module-lexer": "^2.0.0",
         "esbuild": "^0.28.0",
-        "find-process": "^2.1.1",
+        "find-proc": "0.1.0",
         "flattie": "^1.1.1",
         "fontace": "~0.4.1",
         "get-tsconfig": "5.0.0-beta.4",
@@ -3082,7 +3153,7 @@
         "url": "https://opencollective.com/astrodotbuild"
       },
       "optionalDependencies": {
-        "sharp": "^0.34.0 || ^0.35.0"
+        "sharp": "^0.35.4"
       },
       "peerDependencies": {
         "@astrojs/markdown-remark": "7.2.4"
@@ -3249,6 +3320,7 @@
       "version": "4.1.2",
       "resolved": "https://registry.npmjs.org/chalk/-/chalk-4.1.2.tgz",
       "integrity": "sha512-oKnbhFyRIXpUuez8iBMmyEa4nbj4IOQyuhc/wy9kY7/WVPcwIO9VA668Pu8RkO7+0G76SLROeyw9CpQ061i4mA==",
+      "dev": true,
       "license": "MIT",
       "dependencies": {
         "ansi-styles": "^4.1.0",
@@ -3325,6 +3397,7 @@
     },
     "node_modules/color-convert": {
       "version": "2.0.1",
+      "dev": true,
       "license": "MIT",
       "dependencies": {
         "color-name": "~1.1.4"
@@ -3335,6 +3408,7 @@
     },
     "node_modules/color-name": {
       "version": "1.1.4",
+      "dev": true,
       "license": "MIT"
     },
     "node_modules/comma-separated-tokens": {
@@ -3986,7 +4060,9 @@
       }
     },
     "node_modules/diff": {
-      "version": "8.0.3",
+      "version": "9.0.0",
+      "resolved": "https://registry.npmjs.org/diff/-/diff-9.0.0.tgz",
+      "integrity": "sha512-svtcdpS8CgJyqAjEQIXdb3OjhFVVYjzGAPO8WGCmRbrml64SPw/jJD4GoE98aR7r25A0XcgrK3F02yw9R/vhQw==",
       "license": "BSD-3-Clause",
       "engines": {
         "node": ">=0.3.1"
@@ -4391,27 +4467,13 @@
         }
       }
     },
-    "node_modules/find-process": {
-      "version": "2.1.1",
-      "resolved": "https://registry.npmjs.org/find-process/-/find-process-2.1.1.tgz",
-      "integrity": "sha512-SrQDx3QhlmHM90iqn9rdjCQcw/T+WlpOkHFsjoRgB+zTpDfltNA1VSNYeYELwhUTJy12UFxqjWhmhOrJc+o4sA==",
-      "license": "MIT",
-      "dependencies": {
-        "chalk": "~4.1.2",
-        "commander": "^14.0.3",
-        "loglevel": "^1.9.2"
-      },
-      "bin": {
-        "find-process": "dist/cjs/bin/find-process.js"
-      }
-    },
-    "node_modules/find-process/node_modules/commander": {
-      "version": "14.0.3",
-      "resolved": "https://registry.npmjs.org/commander/-/commander-14.0.3.tgz",
-      "integrity": "sha512-H+y0Jo/T1RZ9qPP4Eh1pkcQcLRglraJaSLoyOtHxu6AapkjWVCy2Sit1QQ4x3Dng8qDlSsZEet7g5Pq06MvTgw==",
+    "node_modules/find-proc": {
+      "version": "0.1.0",
+      "resolved": "https://registry.npmjs.org/find-proc/-/find-proc-0.1.0.tgz",
+      "integrity": "sha512-OaOpEYv2PiQ7SQ5LIrl+deA1XaWcxEjnpM6VuWXTUvn+teIXxeFTLDmu18/zDQpFmHN4o3oDBX+BT0AGwEhemg==",
       "license": "MIT",
       "engines": {
-        "node": ">=20"
+        "node": "^20.19.0 || >=22.12.0"
       }
     },
     "node_modules/flattie": {
@@ -4574,6 +4636,7 @@
     },
     "node_modules/has-flag": {
       "version": "4.0.0",
+      "dev": true,
       "license": "MIT",
       "engines": {
         "node": ">=8"
@@ -5485,19 +5548,6 @@
       "version": "4.18.1",
       "license": "MIT"
     },
-    "node_modules/loglevel": {
-      "version": "1.9.2",
-      "resolved": "https://registry.npmjs.org/loglevel/-/loglevel-1.9.2.tgz",
-      "integrity": "sha512-HgMmCqIJSAKqo68l0rS2AanEWfkxaZ5wNiEFb5ggm08lDs9Xl2KxBlX3PTcaD2chBM1gXAYf491/M2Rv8Jwayg==",
-      "license": "MIT",
-      "engines": {
-        "node": ">= 0.6.0"
-      },
-      "funding": {
-        "type": "tidelift",
-        "url": "https://tidelift.com/funding/github/npm/loglevel"
-      }
-    },
     "node_modules/longest-streak": {
       "version": "3.1.0",
       "license": "MIT",
@@ -7524,9 +7574,9 @@
       }
     },
     "node_modules/sharp": {
-      "version": "0.35.3",
-      "resolved": "https://registry.npmjs.org/sharp/-/sharp-0.35.3.tgz",
-      "integrity": "sha512-ej0zVHuZGHCiABXcNxeYhpRnPNPAcvbG8RMdBAhDAxLKkCRVSpK3Iyu7qbqw3JMzoj0REeM6f3tJLtVwl0023Q==",
+      "version": "0.35.4",
+      "resolved": "https://registry.npmjs.org/sharp/-/sharp-0.35.4.tgz",
+      "integrity": "sha512-n++8XWcj+jCOr2IOl7h8LbKnGBDY4aPbmprMONBNFdn0ImXqpGVv5zliDs0V9HbmbCQLpbuo2ej9rAoOQTvMDA==",
       "license": "Apache-2.0",
       "dependencies": {
         "@img/colour": "^1.1.0",
@@ -7540,31 +7590,31 @@
         "url": "https://opencollective.com/libvips"
       },
       "optionalDependencies": {
-        "@img/sharp-darwin-arm64": "0.35.3",
-        "@img/sharp-darwin-x64": "0.35.3",
-        "@img/sharp-freebsd-wasm32": "0.35.3",
-        "@img/sharp-libvips-darwin-arm64": "1.3.2",
-        "@img/sharp-libvips-darwin-x64": "1.3.2",
-        "@img/sharp-libvips-linux-arm": "1.3.2",
-        "@img/sharp-libvips-linux-arm64": "1.3.2",
-        "@img/sharp-libvips-linux-ppc64": "1.3.2",
-        "@img/sharp-libvips-linux-riscv64": "1.3.2",
-        "@img/sharp-libvips-linux-s390x": "1.3.2",
-        "@img/sharp-libvips-linux-x64": "1.3.2",
-        "@img/sharp-libvips-linuxmusl-arm64": "1.3.2",
-        "@img/sharp-libvips-linuxmusl-x64": "1.3.2",
-        "@img/sharp-linux-arm": "0.35.3",
-        "@img/sharp-linux-arm64": "0.35.3",
-        "@img/sharp-linux-ppc64": "0.35.3",
-        "@img/sharp-linux-riscv64": "0.35.3",
-        "@img/sharp-linux-s390x": "0.35.3",
-        "@img/sharp-linux-x64": "0.35.3",
-        "@img/sharp-linuxmusl-arm64": "0.35.3",
-        "@img/sharp-linuxmusl-x64": "0.35.3",
-        "@img/sharp-webcontainers-wasm32": "0.35.3",
-        "@img/sharp-win32-arm64": "0.35.3",
-        "@img/sharp-win32-ia32": "0.35.3",
-        "@img/sharp-win32-x64": "0.35.3"
+        "@img/sharp-darwin-arm64": "0.35.4",
+        "@img/sharp-darwin-x64": "0.35.4",
+        "@img/sharp-freebsd-wasm32": "0.35.4",
+        "@img/sharp-libvips-darwin-arm64": "1.3.3",
+        "@img/sharp-libvips-darwin-x64": "1.3.3",
+        "@img/sharp-libvips-linux-arm": "1.3.3",
+        "@img/sharp-libvips-linux-arm64": "1.3.3",
+        "@img/sharp-libvips-linux-ppc64": "1.3.3",
+        "@img/sharp-libvips-linux-riscv64": "1.3.3",
+        "@img/sharp-libvips-linux-s390x": "1.3.3",
+        "@img/sharp-libvips-linux-x64": "1.3.3",
+        "@img/sharp-libvips-linuxmusl-arm64": "1.3.3",
+        "@img/sharp-libvips-linuxmusl-x64": "1.3.3",
+        "@img/sharp-linux-arm": "0.35.4",
+        "@img/sharp-linux-arm64": "0.35.4",
+        "@img/sharp-linux-ppc64": "0.35.4",
+        "@img/sharp-linux-riscv64": "0.35.4",
+        "@img/sharp-linux-s390x": "0.35.4",
+        "@img/sharp-linux-x64": "0.35.4",
+        "@img/sharp-linuxmusl-arm64": "0.35.4",
+        "@img/sharp-linuxmusl-x64": "0.35.4",
+        "@img/sharp-webcontainers-wasm32": "0.35.4",
+        "@img/sharp-win32-arm64": "0.35.4",
+        "@img/sharp-win32-ia32": "0.35.4",
+        "@img/sharp-win32-x64": "0.35.4"
       },
       "peerDependenciesMeta": {
         "@types/node": {
@@ -7864,6 +7914,7 @@
     },
     "node_modules/supports-color": {
       "version": "7.2.0",
+      "dev": true,
       "license": "MIT",
       "dependencies": {
         "has-flag": "^4.0.0"
diff --git a/docs/package.json b/docs/package.json
index 5ec2f53eab5..e874f9cf849 100644
--- a/docs/package.json
+++ b/docs/package.json
@@ -27,7 +27,7 @@
     "@astrojs/sitemap": "^3.7.3",
     "@astrojs/starlight": "^0.41.7",
     "@primer/octicons": "^19.33.0",
-    "astro": "^7.2.4",
+    "astro": "^7.2.9",
     "astro-mermaid": "^2.1.0",
     "mermaid": "^11.17.0",
     "pdfjs-dist": "^6.2.108",
diff --git a/pkg/cli/data/agentic_workflows_fallback_aw_files.json b/pkg/cli/data/agentic_workflows_fallback_aw_files.json
index 259a7329367..c212816b142 100644
--- a/pkg/cli/data/agentic_workflows_fallback_aw_files.json
+++ b/pkg/cli/data/agentic_workflows_fallback_aw_files.json
@@ -8,6 +8,7 @@
   "charts-trending.md",
   "charts.md",
   "cli-commands.md",
+  "compat.md",
   "configure-agentic-engine.md",
   "context.md",
   "create-agentic-workflow-trigger-details.md",