diff --git a/docs/package.json b/docs/package.json
index 2496914b..c311a847 100644
--- a/docs/package.json
+++ b/docs/package.json
@@ -15,7 +15,7 @@
     "@astrojs/starlight-tailwind": "^4.0.1",
     "@openai/agents": "workspace:*",
     "@tailwindcss/vite": "^4.1.16",
-    "astro": "^5.15.7",
+    "astro": "^5.15.9",
     "sharp": "^0.34.4",
     "starlight-llms-txt": "^0.6.0",
     "starlight-typedoc": "^0.21.4",
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index 36bffed8..9166833e 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -76,10 +76,10 @@ importers:
     dependencies:
       '@astrojs/starlight':
         specifier: ^0.35.3
-        version: 0.35.3(astro@5.15.7(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1))
+        version: 0.35.3(astro@5.15.9(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1))
       '@astrojs/starlight-tailwind':
         specifier: ^4.0.1
-        version: 4.0.1(@astrojs/starlight@0.35.3(astro@5.15.7(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1)))(tailwindcss@4.1.16)
+        version: 4.0.1(@astrojs/starlight@0.35.3(astro@5.15.9(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1)))(tailwindcss@4.1.16)
       '@openai/agents':
         specifier: workspace:*
         version: link:../packages/agents
@@ -87,17 +87,17 @@ importers:
         specifier: ^4.1.16
         version: 4.1.16(vite@7.1.12(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(tsx@4.20.6)(yaml@2.8.1))
       astro:
-        specifier: ^5.15.7
-        version: 5.15.7(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1)
+        specifier: ^5.15.9
+        version: 5.15.9(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1)
       sharp:
         specifier: ^0.34.4
         version: 0.34.4
       starlight-llms-txt:
         specifier: ^0.6.0
-        version: 0.6.0(@astrojs/starlight@0.35.3(astro@5.15.7(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1)))(astro@5.15.7(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1))
+        version: 0.6.0(@astrojs/starlight@0.35.3(astro@5.15.9(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1)))(astro@5.15.9(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1))
       starlight-typedoc:
         specifier: ^0.21.4
-        version: 0.21.4(@astrojs/starlight@0.35.3(astro@5.15.7(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1)))(typedoc-plugin-markdown@4.9.0(typedoc@0.28.14(typescript@5.9.3)))(typedoc@0.28.14(typescript@5.9.3))
+        version: 0.21.4(@astrojs/starlight@0.35.3(astro@5.15.9(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1)))(typedoc-plugin-markdown@4.9.0(typedoc@0.28.14(typescript@5.9.3)))(typedoc@0.28.14(typescript@5.9.3))
       typedoc:
         specifier: ^0.28.14
         version: 0.28.14(typescript@5.9.3)
@@ -636,9 +636,15 @@ packages:
   '@astrojs/internal-helpers@0.7.4':
     resolution: {integrity: sha512-lDA9MqE8WGi7T/t2BMi+EAXhs4Vcvr94Gqx3q15cFEz8oFZMO4/SFBqYr/UcmNlvW+35alowkVj+w9VhLvs5Cw==}
 
+  '@astrojs/internal-helpers@0.7.5':
+    resolution: {integrity: sha512-vreGnYSSKhAjFJCWAwe/CNhONvoc5lokxtRoZims+0wa3KbHBdPHSSthJsKxPd8d/aic6lWKpRTYGY/hsgK6EA==}
+
   '@astrojs/markdown-remark@6.3.8':
     resolution: {integrity: sha512-uFNyFWadnULWK2cOw4n0hLKeu+xaVWeuECdP10cQ3K2fkybtTlhb7J7TcScdjmS8Yps7oje9S/ehYMfZrhrgCg==}
 
+  '@astrojs/markdown-remark@6.3.9':
+    resolution: {integrity: sha512-hX2cLC/KW74Io1zIbn92kI482j9J7LleBLGCVU9EP3BeH5MVrnFawOnqD0t/q6D1Z+ZNeQG2gNKMslCcO36wng==}
+
   '@astrojs/mdx@4.3.8':
     resolution: {integrity: sha512-PXT0n2FfZAWEmQi4u4AZ0OPDDrDIF+aXPZGT5HCf52dex5EV3htMByeJUqYIoXdmazAFTASub0vRZLWBqJhJ9w==}
     engines: {node: 18.20.8 || ^20.3.0 || >=22.0.0}
@@ -2440,8 +2446,8 @@ packages:
     peerDependencies:
       astro: ^4.0.0-beta || ^5.0.0-beta || ^3.3.0
 
-  astro@5.15.7:
-    resolution: {integrity: sha512-Zmw6otInhxcjoGcEyEN+wxgdiQERQOS3VzOmAKsDdKK8Fb4x1656r+9NtaTXCRZ0/fGtHjkSvkGUhZUJLXKfxQ==}
+  astro@5.15.9:
+    resolution: {integrity: sha512-XLDXxu0282cC/oYHswWZm3johGlRvk9rLRS7pWVWSne+HsZe9JgrpHI+vewAJSSNHBGd1aCyaQOElT5RNGe7IQ==}
     engines: {node: 18.20.8 || ^20.3.0 || >=22.0.0, npm: '>=9.6.5', pnpm: '>=7.1.0'}
     hasBin: true
 
@@ -6027,6 +6033,11 @@ packages:
     peerDependencies:
       zod: ^3.24.1
 
+  zod-to-json-schema@3.25.0:
+    resolution: {integrity: sha512-HvWtU2UG41LALjajJrML6uQejQhNJx+JBO9IflpSja4R03iNWfKXrj6W2h7ljuLyc1nKS+9yDyL/9tD1U/yBnQ==}
+    peerDependencies:
+      zod: ^3.25 || ^4
+
   zod-to-ts@1.2.0:
     resolution: {integrity: sha512-x30XE43V+InwGpvTySRNz9kB7qFU8DlyEy7BsSTCHPH1R0QasMmHWZDCzYm6bVXtj/9NNJAZF3jW8rzFvH5OFA==}
     peerDependencies:
@@ -6085,7 +6096,7 @@ snapshots:
       '@standard-schema/spec': 1.0.0
       eventsource-parser: 3.0.6
       zod: 3.25.76
-      zod-to-json-schema: 3.24.6(zod@3.25.76)
+      zod-to-json-schema: 3.25.0(zod@3.25.76)
 
   '@ai-sdk/provider-utils@3.0.5(zod@3.25.76)':
     dependencies:
@@ -6093,7 +6104,7 @@ snapshots:
       '@standard-schema/spec': 1.0.0
       eventsource-parser: 3.0.6
       zod: 3.25.76
-      zod-to-json-schema: 3.24.6(zod@3.25.76)
+      zod-to-json-schema: 3.25.0(zod@3.25.76)
 
   '@ai-sdk/provider@1.1.3':
     dependencies:
@@ -6114,6 +6125,8 @@ snapshots:
 
   '@astrojs/internal-helpers@0.7.4': {}
 
+  '@astrojs/internal-helpers@0.7.5': {}
+
   '@astrojs/markdown-remark@6.3.8':
     dependencies:
       '@astrojs/internal-helpers': 0.7.4
@@ -6122,6 +6135,32 @@ snapshots:
       hast-util-from-html: 2.0.3
       hast-util-to-text: 4.0.2
       import-meta-resolve: 4.2.0
+      js-yaml: 4.1.0
+      mdast-util-definitions: 6.0.0
+      rehype-raw: 7.0.0
+      rehype-stringify: 10.0.1
+      remark-gfm: 4.0.1
+      remark-parse: 11.0.0
+      remark-rehype: 11.1.2
+      remark-smartypants: 3.0.2
+      shiki: 3.15.0
+      smol-toml: 1.5.2
+      unified: 11.0.5
+      unist-util-remove-position: 5.0.0
+      unist-util-visit: 5.0.0
+      unist-util-visit-parents: 6.0.2
+      vfile: 6.0.3
+    transitivePeerDependencies:
+      - supports-color
+
+  '@astrojs/markdown-remark@6.3.9':
+    dependencies:
+      '@astrojs/internal-helpers': 0.7.5
+      '@astrojs/prism': 3.3.0
+      github-slugger: 2.0.0
+      hast-util-from-html: 2.0.3
+      hast-util-to-text: 4.0.2
+      import-meta-resolve: 4.2.0
       js-yaml: 4.1.1
       mdast-util-definitions: 6.0.0
       rehype-raw: 7.0.0
@@ -6140,12 +6179,12 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
-  '@astrojs/mdx@4.3.8(astro@5.15.7(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1))':
+  '@astrojs/mdx@4.3.8(astro@5.15.9(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1))':
     dependencies:
       '@astrojs/markdown-remark': 6.3.8
       '@mdx-js/mdx': 3.1.1
       acorn: 8.15.0
-      astro: 5.15.7(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1)
+      astro: 5.15.9(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1)
       es-module-lexer: 1.7.0
       estree-util-visit: 2.0.0
       hast-util-to-html: 9.0.5
@@ -6169,22 +6208,22 @@ snapshots:
       stream-replace-string: 2.0.0
       zod: 3.25.76
 
-  '@astrojs/starlight-tailwind@4.0.1(@astrojs/starlight@0.35.3(astro@5.15.7(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1)))(tailwindcss@4.1.16)':
+  '@astrojs/starlight-tailwind@4.0.1(@astrojs/starlight@0.35.3(astro@5.15.9(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1)))(tailwindcss@4.1.16)':
     dependencies:
-      '@astrojs/starlight': 0.35.3(astro@5.15.7(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1))
+      '@astrojs/starlight': 0.35.3(astro@5.15.9(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1))
       tailwindcss: 4.1.16
 
-  '@astrojs/starlight@0.35.3(astro@5.15.7(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1))':
+  '@astrojs/starlight@0.35.3(astro@5.15.9(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1))':
     dependencies:
       '@astrojs/markdown-remark': 6.3.8
-      '@astrojs/mdx': 4.3.8(astro@5.15.7(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1))
+      '@astrojs/mdx': 4.3.8(astro@5.15.9(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1))
       '@astrojs/sitemap': 3.6.0
       '@pagefind/default-ui': 1.4.0
       '@types/hast': 3.0.4
       '@types/js-yaml': 4.0.9
       '@types/mdast': 4.0.4
-      astro: 5.15.7(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1)
-      astro-expressive-code: 0.41.3(astro@5.15.7(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1))
+      astro: 5.15.9(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1)
+      astro-expressive-code: 0.41.3(astro@5.15.9(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1))
       bcp-47: 2.1.0
       hast-util-from-html: 2.0.3
       hast-util-select: 6.0.4
@@ -7988,16 +8027,16 @@ snapshots:
 
   astring@1.9.0: {}
 
-  astro-expressive-code@0.41.3(astro@5.15.7(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1)):
+  astro-expressive-code@0.41.3(astro@5.15.9(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1)):
     dependencies:
-      astro: 5.15.7(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1)
+      astro: 5.15.9(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1)
       rehype-expressive-code: 0.41.3
 
-  astro@5.15.7(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1):
+  astro@5.15.9(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1):
     dependencies:
       '@astrojs/compiler': 2.13.0
-      '@astrojs/internal-helpers': 0.7.4
-      '@astrojs/markdown-remark': 6.3.8
+      '@astrojs/internal-helpers': 0.7.5
+      '@astrojs/markdown-remark': 6.3.9
       '@astrojs/telemetry': 3.3.0
       '@capsizecss/unpack': 3.0.1
       '@oslojs/encoding': 1.1.0
@@ -8055,7 +8094,7 @@ snapshots:
       yargs-parser: 21.1.1
       yocto-spinner: 0.2.3
       zod: 3.25.76
-      zod-to-json-schema: 3.24.6(zod@3.25.76)
+      zod-to-json-schema: 3.25.0(zod@3.25.76)
       zod-to-ts: 1.2.0(typescript@5.9.3)(zod@3.25.76)
     optionalDependencies:
       sharp: 0.34.4
@@ -11498,13 +11537,13 @@ snapshots:
 
   stackback@0.0.2: {}
 
-  starlight-llms-txt@0.6.0(@astrojs/starlight@0.35.3(astro@5.15.7(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1)))(astro@5.15.7(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1)):
+  starlight-llms-txt@0.6.0(@astrojs/starlight@0.35.3(astro@5.15.9(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1)))(astro@5.15.9(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1)):
     dependencies:
-      '@astrojs/mdx': 4.3.8(astro@5.15.7(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1))
-      '@astrojs/starlight': 0.35.3(astro@5.15.7(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1))
+      '@astrojs/mdx': 4.3.8(astro@5.15.9(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1))
+      '@astrojs/starlight': 0.35.3(astro@5.15.9(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1))
       '@types/hast': 3.0.4
       '@types/micromatch': 4.0.10
-      astro: 5.15.7(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1)
+      astro: 5.15.9(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1)
       github-slugger: 2.0.0
       hast-util-select: 6.0.4
       micromatch: 4.0.8
@@ -11517,9 +11556,9 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
-  starlight-typedoc@0.21.4(@astrojs/starlight@0.35.3(astro@5.15.7(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1)))(typedoc-plugin-markdown@4.9.0(typedoc@0.28.14(typescript@5.9.3)))(typedoc@0.28.14(typescript@5.9.3)):
+  starlight-typedoc@0.21.4(@astrojs/starlight@0.35.3(astro@5.15.9(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1)))(typedoc-plugin-markdown@4.9.0(typedoc@0.28.14(typescript@5.9.3)))(typedoc@0.28.14(typescript@5.9.3)):
     dependencies:
-      '@astrojs/starlight': 0.35.3(astro@5.15.7(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1))
+      '@astrojs/starlight': 0.35.3(astro@5.15.9(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.52.5)(tsx@4.20.6)(typescript@5.9.3)(yaml@2.8.1))
       github-slugger: 2.0.0
       typedoc: 0.28.14(typescript@5.9.3)
       typedoc-plugin-markdown: 4.9.0(typedoc@0.28.14(typescript@5.9.3))
@@ -12272,6 +12311,11 @@ snapshots:
   zod-to-json-schema@3.24.6(zod@3.25.76):
     dependencies:
       zod: 3.25.76
+    optional: true
+
+  zod-to-json-schema@3.25.0(zod@3.25.76):
+    dependencies:
+      zod: 3.25.76
 
   zod-to-ts@1.2.0(typescript@5.9.3)(zod@3.25.76):
     dependencies: