diff --git a/eval/real-runner.ts b/eval/real-runner.ts
index 3f0a670..a13c2f1 100644
--- a/eval/real-runner.ts
+++ b/eval/real-runner.ts
@@ -1,4 +1,4 @@
-import { getInferenceBaseUrl } from 'lib/seam-api.js'
+import { getInferenceBaseUrl } from 'lib/api.js'
 import { buildIntegrationSteps } from 'lib/steps/build-plan.js'
 import { runIntegration } from 'lib/steps/integrate.js'
 
diff --git a/eval/run.ts b/eval/run.ts
index 65875e4..4e018ae 100644
--- a/eval/run.ts
+++ b/eval/run.ts
@@ -1,10 +1,7 @@
 import { existsSync, readdirSync, readFileSync } from 'node:fs'
 import { join } from 'node:path'
 
-import {
-  exchangeWizardInferenceToken,
-  getInferenceBaseUrl,
-} from 'lib/seam-api.js'
+import { exchangeWizardInferenceToken, getInferenceBaseUrl } from 'lib/api.js'
 import type { BuildMode } from 'lib/steps/build-plan.js'
 
 import { createRealRunner } from './real-runner.js'
diff --git a/eval/score.ts b/eval/score.ts
index eadde37..3d72ad0 100644
--- a/eval/score.ts
+++ b/eval/score.ts
@@ -1,4 +1,4 @@
-import { callInferenceForText } from 'lib/seam-api.js'
+import { callInferenceForText } from 'lib/api.js'
 import type { BuildMode } from 'lib/steps/build-plan.js'
 
 import { getRubric, type RubricDimension } from './rubric.js'
diff --git a/package-lock.json b/package-lock.json
index 9165eff..ec5d38a 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -11,6 +11,7 @@
       "dependencies": {
         "@anthropic-ai/claude-agent-sdk": "^0.3.216",
         "@earendil-works/pi-coding-agent": "^0.79.10",
+        "@seamapi/http": "^2.23.0",
         "ink-select-input": "^6.2.0",
         "ink-spinner": "^5.0.0",
         "ink-text-input": "^6.0.0",
@@ -20,7 +21,7 @@
         "pi-mcp-adapter": "~2.15.0"
       },
       "devDependencies": {
-        "@seamapi/cli": "^0.23.0",
+        "@seamapi/cli": "^0.32.0",
         "@types/minimist": "^1.2.5",
         "@types/node": "^24.10.9",
         "@types/react": "^19.2.17",
@@ -65,35 +66,23 @@
         "node": ">=18"
       }
     },
-    "node_modules/@alcalzone/ansi-tokenize/node_modules/ansi-styles": {
-      "version": "6.2.3",
-      "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-6.2.3.tgz",
-      "integrity": "sha512-4Dj6M28JB+oAH8kFkTLUo+a2jwOFkuqb3yucU0CANcRRUbxS0cP0nZYCGjcc3BNXwRIsUVmDGgzawme7zvJHvg==",
-      "license": "MIT",
-      "engines": {
-        "node": ">=12"
-      },
-      "funding": {
-        "url": "https://github.com/chalk/ansi-styles?sponsor=1"
-      }
-    },
     "node_modules/@anthropic-ai/claude-agent-sdk": {
-      "version": "0.3.220",
-      "resolved": "https://registry.npmjs.org/@anthropic-ai/claude-agent-sdk/-/claude-agent-sdk-0.3.220.tgz",
-      "integrity": "sha512-glc7SdwPkOkLw8oxwLo9PKTdLJGqW/PIR4urWXFoRtX9YllwozsEVc5Tc1+EvLSkfrsxPJqQWqOgpjUOQXf1oA==",
+      "version": "0.3.238",
+      "resolved": "https://registry.npmjs.org/@anthropic-ai/claude-agent-sdk/-/claude-agent-sdk-0.3.238.tgz",
+      "integrity": "sha512-ppRfbAflZuV7HPqr8BkHPEk8c7gih3PK+GHnZq6zP0Uo7bJHXAJwc4Za8LJRm4hXMixBNMjK1cU/VWfQ9fE2sg==",
       "license": "SEE LICENSE IN README.md",
       "engines": {
         "node": ">=18.0.0"
       },
       "optionalDependencies": {
-        "@anthropic-ai/claude-agent-sdk-darwin-arm64": "0.3.220",
-        "@anthropic-ai/claude-agent-sdk-darwin-x64": "0.3.220",
-        "@anthropic-ai/claude-agent-sdk-linux-arm64": "0.3.220",
-        "@anthropic-ai/claude-agent-sdk-linux-arm64-musl": "0.3.220",
-        "@anthropic-ai/claude-agent-sdk-linux-x64": "0.3.220",
-        "@anthropic-ai/claude-agent-sdk-linux-x64-musl": "0.3.220",
-        "@anthropic-ai/claude-agent-sdk-win32-arm64": "0.3.220",
-        "@anthropic-ai/claude-agent-sdk-win32-x64": "0.3.220"
+        "@anthropic-ai/claude-agent-sdk-darwin-arm64": "0.3.238",
+        "@anthropic-ai/claude-agent-sdk-darwin-x64": "0.3.238",
+        "@anthropic-ai/claude-agent-sdk-linux-arm64": "0.3.238",
+        "@anthropic-ai/claude-agent-sdk-linux-arm64-musl": "0.3.238",
+        "@anthropic-ai/claude-agent-sdk-linux-x64": "0.3.238",
+        "@anthropic-ai/claude-agent-sdk-linux-x64-musl": "0.3.238",
+        "@anthropic-ai/claude-agent-sdk-win32-arm64": "0.3.238",
+        "@anthropic-ai/claude-agent-sdk-win32-x64": "0.3.238"
       },
       "peerDependencies": {
         "@anthropic-ai/sdk": ">=0.93.0",
@@ -102,9 +91,9 @@
       }
     },
     "node_modules/@anthropic-ai/claude-agent-sdk-darwin-arm64": {
-      "version": "0.3.220",
-      "resolved": "https://registry.npmjs.org/@anthropic-ai/claude-agent-sdk-darwin-arm64/-/claude-agent-sdk-darwin-arm64-0.3.220.tgz",
-      "integrity": "sha512-7VxlbEosK7DODiOnsjoVd0DSJzbnaPrM2jelMHI0y8zx1UnLS3WC6EFUXbvy74F2sXqEznh2tzn7EKWInaRN6Q==",
+      "version": "0.3.238",
+      "resolved": "https://registry.npmjs.org/@anthropic-ai/claude-agent-sdk-darwin-arm64/-/claude-agent-sdk-darwin-arm64-0.3.238.tgz",
+      "integrity": "sha512-7KctNItTzHRiDg+jFxTM46o+Y/YS52V6HSopaWPggO6BbR+3MV/rKMmq+zP93If7eVwadW9Yg9vHLjXDKIw9OQ==",
       "cpu": [
         "arm64"
       ],
@@ -115,9 +104,9 @@
       ]
     },
     "node_modules/@anthropic-ai/claude-agent-sdk-darwin-x64": {
-      "version": "0.3.220",
-      "resolved": "https://registry.npmjs.org/@anthropic-ai/claude-agent-sdk-darwin-x64/-/claude-agent-sdk-darwin-x64-0.3.220.tgz",
-      "integrity": "sha512-X9RwDsSmbF6ultKZroaip+DL8WRgC64gHbrAwrRlAFSPNZV7zmJyP2ur8rW7KrxqmtuehdMMkw8+SAC/6hD2PA==",
+      "version": "0.3.238",
+      "resolved": "https://registry.npmjs.org/@anthropic-ai/claude-agent-sdk-darwin-x64/-/claude-agent-sdk-darwin-x64-0.3.238.tgz",
+      "integrity": "sha512-aDt8LXjWISwLzqeCBHxJC5AR1iVYlY5UYIm2VLztjI1U0PCb1BiH/IfyyjjizqRhhEwyQp9YAJeZZq8n/2vQEA==",
       "cpu": [
         "x64"
       ],
@@ -128,12 +117,15 @@
       ]
     },
     "node_modules/@anthropic-ai/claude-agent-sdk-linux-arm64": {
-      "version": "0.3.220",
-      "resolved": "https://registry.npmjs.org/@anthropic-ai/claude-agent-sdk-linux-arm64/-/claude-agent-sdk-linux-arm64-0.3.220.tgz",
-      "integrity": "sha512-WkROPwWskqhKR9XgnmseHQ6rLi9zM9qt57IWoToIjL/eXOqDWipp7JXZ1L5ud+LrA42dunHPZfBwD/vXZ+A7LA==",
+      "version": "0.3.238",
+      "resolved": "https://registry.npmjs.org/@anthropic-ai/claude-agent-sdk-linux-arm64/-/claude-agent-sdk-linux-arm64-0.3.238.tgz",
+      "integrity": "sha512-P7V9TFokcNRdIJPUzDQ0GLBfMuoewWEH4rh6U3e7RaEAxzdeUcdS9P0N4arXqK2YAOtK1o93QSEtiGUF1fTfWw==",
       "cpu": [
         "arm64"
       ],
+      "libc": [
+        "glibc"
+      ],
       "license": "SEE LICENSE IN LICENSE.md",
       "optional": true,
       "os": [
@@ -141,12 +133,15 @@
       ]
     },
     "node_modules/@anthropic-ai/claude-agent-sdk-linux-arm64-musl": {
-      "version": "0.3.220",
-      "resolved": "https://registry.npmjs.org/@anthropic-ai/claude-agent-sdk-linux-arm64-musl/-/claude-agent-sdk-linux-arm64-musl-0.3.220.tgz",
-      "integrity": "sha512-OHoZOZ8Cf2TBr6oXIXPwyvUxj9jrq2w8E4poA8dMpacXszcPSPiCQCMuuOh4aWJzfeJE1+TtWxhKMVb2csXyZQ==",
+      "version": "0.3.238",
+      "resolved": "https://registry.npmjs.org/@anthropic-ai/claude-agent-sdk-linux-arm64-musl/-/claude-agent-sdk-linux-arm64-musl-0.3.238.tgz",
+      "integrity": "sha512-ankSEMAMTVulKYg0NT8fZ7a5+q+aIzfiqhcrLe9zYPeuhE+lpNeq0JPMcHyOtUAENxVI0/2J2q5OXGl9O0qWcg==",
       "cpu": [
         "arm64"
       ],
+      "libc": [
+        "musl"
+      ],
       "license": "SEE LICENSE IN LICENSE.md",
       "optional": true,
       "os": [
@@ -154,12 +149,15 @@
       ]
     },
     "node_modules/@anthropic-ai/claude-agent-sdk-linux-x64": {
-      "version": "0.3.220",
-      "resolved": "https://registry.npmjs.org/@anthropic-ai/claude-agent-sdk-linux-x64/-/claude-agent-sdk-linux-x64-0.3.220.tgz",
-      "integrity": "sha512-tkTJFnpR9VifvWX2fmkCAPkT6+8Wk/gVu8B5jsVekKZPiZoWRHmMXO30BnZn+f0TZhgYP+82PSX3S8crH1kn+w==",
+      "version": "0.3.238",
+      "resolved": "https://registry.npmjs.org/@anthropic-ai/claude-agent-sdk-linux-x64/-/claude-agent-sdk-linux-x64-0.3.238.tgz",
+      "integrity": "sha512-/arAOSqtIAWDu7Z4Uf2Un3n+/5Zg3NpxZKzMQEDnYNkbJRhr44sM59TFaEOiWq1FqlUJKi6wHjgm+TW5B8DWWg==",
       "cpu": [
         "x64"
       ],
+      "libc": [
+        "glibc"
+      ],
       "license": "SEE LICENSE IN LICENSE.md",
       "optional": true,
       "os": [
@@ -167,12 +165,15 @@
       ]
     },
     "node_modules/@anthropic-ai/claude-agent-sdk-linux-x64-musl": {
-      "version": "0.3.220",
-      "resolved": "https://registry.npmjs.org/@anthropic-ai/claude-agent-sdk-linux-x64-musl/-/claude-agent-sdk-linux-x64-musl-0.3.220.tgz",
-      "integrity": "sha512-K+FWj+LcGhC1Z7wqeWoLxm1iemcba5xKpLLFVwYm4V6HyMx3ruYd/2r2TiQtjT+JWeNFWIys0ScHiItR6vWAiA==",
+      "version": "0.3.238",
+      "resolved": "https://registry.npmjs.org/@anthropic-ai/claude-agent-sdk-linux-x64-musl/-/claude-agent-sdk-linux-x64-musl-0.3.238.tgz",
+      "integrity": "sha512-buo3IBSd7EmYcQsH+OKARgNNbSF1+l/+z1hDXSXGKzwD1LFioJZ/k9FWWWC166SoQ93jPmN+G/ksTzEUB3zRGQ==",
       "cpu": [
         "x64"
       ],
+      "libc": [
+        "musl"
+      ],
       "license": "SEE LICENSE IN LICENSE.md",
       "optional": true,
       "os": [
@@ -180,9 +181,9 @@
       ]
     },
     "node_modules/@anthropic-ai/claude-agent-sdk-win32-arm64": {
-      "version": "0.3.220",
-      "resolved": "https://registry.npmjs.org/@anthropic-ai/claude-agent-sdk-win32-arm64/-/claude-agent-sdk-win32-arm64-0.3.220.tgz",
-      "integrity": "sha512-rIwgq0UwQExWl6KrHUyC4w5KwpL9l6nd95aUTx6RitexaAuEw//xtfTVLnuE4hDDQZFkzEwpdKc3nxDWoGcUbA==",
+      "version": "0.3.238",
+      "resolved": "https://registry.npmjs.org/@anthropic-ai/claude-agent-sdk-win32-arm64/-/claude-agent-sdk-win32-arm64-0.3.238.tgz",
+      "integrity": "sha512-yW8lhV7QgYiNu3NatjgmkhUspgJsG2N2N6lmm/7B99sWFobKTbVLMLsXxj6A46R6qE2C4Zzm6PjxgGaMYOMn0g==",
       "cpu": [
         "arm64"
       ],
@@ -193,9 +194,9 @@
       ]
     },
     "node_modules/@anthropic-ai/claude-agent-sdk-win32-x64": {
-      "version": "0.3.220",
-      "resolved": "https://registry.npmjs.org/@anthropic-ai/claude-agent-sdk-win32-x64/-/claude-agent-sdk-win32-x64-0.3.220.tgz",
-      "integrity": "sha512-MuOuXhbr66HlGaWXD2f3w0k2PsvmnbkwcUZ0dAe2poFLdl72GC2dapwwOBefxm9QmoNqk9+jmv/dSKGOVWyvLw==",
+      "version": "0.3.238",
+      "resolved": "https://registry.npmjs.org/@anthropic-ai/claude-agent-sdk-win32-x64/-/claude-agent-sdk-win32-x64-0.3.238.tgz",
+      "integrity": "sha512-6Fb2JRrBci282fBfhCGB0Tpq7N8V5HMMqsO3YGFkc9hhbn/y9G7glNKSNgRtxD5Ujjxj8rhiaYstXW2DJzanzw==",
       "cpu": [
         "x64"
       ],
@@ -206,9 +207,9 @@
       ]
     },
     "node_modules/@anthropic-ai/sdk": {
-      "version": "0.115.0",
-      "resolved": "https://registry.npmjs.org/@anthropic-ai/sdk/-/sdk-0.115.0.tgz",
-      "integrity": "sha512-BJrFIVyjNuU8lfDyIJTvlRYzgQg+zEl78BxE7fq8esULsGz9IRQvGtW5spq3tydmtjQb/GFdooKGdGsetpx+lQ==",
+      "version": "0.120.0",
+      "resolved": "https://registry.npmjs.org/@anthropic-ai/sdk/-/sdk-0.120.0.tgz",
+      "integrity": "sha512-ZlvmNFT/iIF6JD13rxbbMWD8nvGR0RaUp6yMQnoc+4Af0YjVVe/bIdW1XSQQsoxXAtg1NaT6Vak0LKFlJ4d37Q==",
       "license": "MIT",
       "peer": true,
       "dependencies": {
@@ -248,13 +249,13 @@
       }
     },
     "node_modules/@babel/parser": {
-      "version": "7.29.7",
-      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.29.7.tgz",
-      "integrity": "sha512-hnORnjP/1P/zFEndoeX+n+t1RwWRJiJpM/jO7FW32Kn9r5+sJB2JWOdYo4L6k78j15eCwY3Gm/7364B1EMwtNg==",
+      "version": "7.29.8",
+      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.29.8.tgz",
+      "integrity": "sha512-E8lTAYNB1KW+FH+VGJuZM1ioAx2E6oVlvQFRrf5P8ZZmsiJXYAD9vTFV7yyEURNzgh1dFqMZuO6tUwcARbqFCA==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "@babel/types": "^7.29.7"
+        "@babel/types": "^7.29.8"
       },
       "bin": {
         "parser": "bin/babel-parser.js"
@@ -274,9 +275,9 @@
       }
     },
     "node_modules/@babel/types": {
-      "version": "7.29.7",
-      "resolved": "https://registry.npmjs.org/@babel/types/-/types-7.29.7.tgz",
-      "integrity": "sha512-4zBIxpPzowiZpusoFkyGVwakdRJUyuH5PxQ/PrqghfdFWWasvnCdPfQXHrenDai+gyLARulZjZowCOj6fjT4pA==",
+      "version": "7.29.8",
+      "resolved": "https://registry.npmjs.org/@babel/types/-/types-7.29.8.tgz",
+      "integrity": "sha512-Vj1jF3cPfxg7OAfoI7QnVKLoILlm2JF9pnVHrX8qx7AHMiYWT+NDAA7jChlNgRS4WTLc/fD1lXLmPixluj+3Gg==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
@@ -2161,21 +2162,21 @@
       }
     },
     "node_modules/@emnapi/core": {
-      "version": "1.11.1",
-      "resolved": "https://registry.npmjs.org/@emnapi/core/-/core-1.11.1.tgz",
-      "integrity": "sha512-RSvbQmHzdKzNsLYa/wHrbc3KN4sYLKAdPZxqiM2HATqv/SBk2/ENSHpvXGaLOMcsAyz0poEGqkmmKYG3OWiJEQ==",
+      "version": "1.10.0",
+      "resolved": "https://registry.npmjs.org/@emnapi/core/-/core-1.10.0.tgz",
+      "integrity": "sha512-yq6OkJ4p82CAfPl0u9mQebQHKPJkY7WrIuk205cTYnYe+k2Z8YBh11FrbRG/H6ihirqcacOgl2BIO8oyMQLeXw==",
       "dev": true,
       "license": "MIT",
       "optional": true,
       "dependencies": {
-        "@emnapi/wasi-threads": "1.2.2",
+        "@emnapi/wasi-threads": "1.2.1",
         "tslib": "^2.4.0"
       }
     },
     "node_modules/@emnapi/runtime": {
-      "version": "1.11.1",
-      "resolved": "https://registry.npmjs.org/@emnapi/runtime/-/runtime-1.11.1.tgz",
-      "integrity": "sha512-vgj7R3y3Wgx24IQaGPA/R6YFXLHVMOZ0uVEyIQPaWs+rd1AzfEMXlAC22FYwO1XkKR6NPsq7mUandH8oIRdZFw==",
+      "version": "1.10.0",
+      "resolved": "https://registry.npmjs.org/@emnapi/runtime/-/runtime-1.10.0.tgz",
+      "integrity": "sha512-ewvYlk86xUoGI0zQRNq/mC+16R1QeDlKQy21Ki3oSYXNgLb45GV1P6A0M+/s6nyCuNDqe5VpaY84BzXGwVbwFA==",
       "dev": true,
       "license": "MIT",
       "optional": true,
@@ -2184,9 +2185,9 @@
       }
     },
     "node_modules/@emnapi/wasi-threads": {
-      "version": "1.2.2",
-      "resolved": "https://registry.npmjs.org/@emnapi/wasi-threads/-/wasi-threads-1.2.2.tgz",
-      "integrity": "sha512-c95qOXkHdydNKhscBTebqEC1CVAZpyqOfVfBzQ1qgzyl3gfeldUjIggDbIZgDKsHLgnsM+igH7TJ/eAasaVuMA==",
+      "version": "1.2.1",
+      "resolved": "https://registry.npmjs.org/@emnapi/wasi-threads/-/wasi-threads-1.2.1.tgz",
+      "integrity": "sha512-uTII7OYF+/Mes/MrcIOYp5yOtSMLBWSIoLPpcgwipoiKbli6k322tcoFsxoIIxPDqW01SQGAgko4EzZi2BNv2w==",
       "dev": true,
       "license": "MIT",
       "optional": true,
@@ -2195,9 +2196,9 @@
       }
     },
     "node_modules/@esbuild/aix-ppc64": {
-      "version": "0.28.1",
-      "resolved": "https://registry.npmjs.org/@esbuild/aix-ppc64/-/aix-ppc64-0.28.1.tgz",
-      "integrity": "sha512-Svl7tq8k/08+p6CXPpRjQ1fKX+1odH/BQbb48fV6fj3CWHhsoIOoY87w1oHXm0qEpkIK3ZfVgp0hed3XBXzXMQ==",
+      "version": "0.28.2",
+      "resolved": "https://registry.npmjs.org/@esbuild/aix-ppc64/-/aix-ppc64-0.28.2.tgz",
+      "integrity": "sha512-XExcO+dvLKvVtNTibSTBej1NCAbaGhWn9Ww1ZPx80qsahhPFe/8jgWP0IchNe0F3HwkU7n8ejhH8bjonqht8mQ==",
       "cpu": [
         "ppc64"
       ],
@@ -2212,9 +2213,9 @@
       }
     },
     "node_modules/@esbuild/android-arm": {
-      "version": "0.28.1",
-      "resolved": "https://registry.npmjs.org/@esbuild/android-arm/-/android-arm-0.28.1.tgz",
-      "integrity": "sha512-0k2F129Xdio1TdJfzJ8sy1Q47vUD2NnwdhiAf7drUN1EBTfPf4hsFCtmMgu/6m8JSzsBrlmVjudMBQqOfG8usQ==",
+      "version": "0.28.2",
+      "resolved": "https://registry.npmjs.org/@esbuild/android-arm/-/android-arm-0.28.2.tgz",
+      "integrity": "sha512-kXXoiPVVGQcnIYGOeaovwOURpniDBpSq4A03qkQ+BMQqtGG6HYap3xne9C1O1yo4TR3qxlCX5IqqmX6fFo2Lqg==",
       "cpu": [
         "arm"
       ],
@@ -2229,9 +2230,9 @@
       }
     },
     "node_modules/@esbuild/android-arm64": {
-      "version": "0.28.1",
-      "resolved": "https://registry.npmjs.org/@esbuild/android-arm64/-/android-arm64-0.28.1.tgz",
-      "integrity": "sha512-34EGEbCIAgosYz6goLcopX6Mo7NyGv9tfwEM2/7Ce2VcVRk568iSvniGWcUXIy7wEDR1wzolcxcriFVrWYcwBg==",
+      "version": "0.28.2",
+      "resolved": "https://registry.npmjs.org/@esbuild/android-arm64/-/android-arm64-0.28.2.tgz",
+      "integrity": "sha512-5YfKeeI8qWfBZIX+u2xZC3Zlb3Os/gLS2sbEKM+I4ZOcsWmHS2WLysCcQZDAFRslDUU5Oiq44gf6PYN1vGwG5A==",
       "cpu": [
         "arm64"
       ],
@@ -2246,9 +2247,9 @@
       }
     },
     "node_modules/@esbuild/android-x64": {
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-        "@vitest/spy": "4.1.10",
-        "@vitest/utils": "4.1.10",
+        "@vitest/expect": "4.1.11",
+        "@vitest/mocker": "4.1.11",
+        "@vitest/pretty-format": "4.1.11",
+        "@vitest/runner": "4.1.11",
+        "@vitest/snapshot": "4.1.11",
+        "@vitest/spy": "4.1.11",
+        "@vitest/utils": "4.1.11",
         "es-module-lexer": "^2.0.0",
         "expect-type": "^1.3.0",
         "magic-string": "^0.30.21",
@@ -11976,12 +12037,12 @@
         "@edge-runtime/vm": "*",
         "@opentelemetry/api": "^1.9.0",
         "@types/node": "^20.0.0 || ^22.0.0 || >=24.0.0",
-        "@vitest/browser-playwright": "4.1.10",
-        "@vitest/browser-preview": "4.1.10",
-        "@vitest/browser-webdriverio": "4.1.10",
-        "@vitest/coverage-istanbul": "4.1.10",
-        "@vitest/coverage-v8": "4.1.10",
-        "@vitest/ui": "4.1.10",
+        "@vitest/browser-playwright": "4.1.11",
+        "@vitest/browser-preview": "4.1.11",
+        "@vitest/browser-webdriverio": "4.1.11",
+        "@vitest/coverage-istanbul": "4.1.11",
+        "@vitest/coverage-v8": "4.1.11",
+        "@vitest/ui": "4.1.11",
         "happy-dom": "*",
         "jsdom": "*",
         "vite": "^6.0.0 || ^7.0.0 || ^8.0.0"
@@ -12218,14 +12279,13 @@
       }
     },
     "node_modules/wrap-ansi": {
-      "version": "10.0.0",
-      "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-10.0.0.tgz",
-      "integrity": "sha512-SGcvg80f0wUy2/fXES19feHMz8E0JoXv2uNgHOu4Dgi2OrCy1lqwFYEJz1BLbDI0exjPMe/ZdzZ/YpGECBG/aQ==",
+      "version": "10.0.1",
+      "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-10.0.1.tgz",
+      "integrity": "sha512-M0N4xzyzosiIok3svYlEo1sdLZts/8FPgYH/GPC3wvlmPoRvnoManGMrE54waYj3tISA8w6lsdesfVv67qSr8Q==",
       "license": "MIT",
       "dependencies": {
         "ansi-styles": "^6.2.3",
-        "string-width": "^8.2.0",
-        "strip-ansi": "^7.1.2"
+        "string-width": "^8.2.0"
       },
       "engines": {
         "node": ">=20"
@@ -12234,18 +12294,6 @@
         "url": "https://github.com/chalk/wrap-ansi?sponsor=1"
       }
     },
-    "node_modules/wrap-ansi/node_modules/ansi-styles": {
-      "version": "6.2.3",
-      "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-6.2.3.tgz",
-      "integrity": "sha512-4Dj6M28JB+oAH8kFkTLUo+a2jwOFkuqb3yucU0CANcRRUbxS0cP0nZYCGjcc3BNXwRIsUVmDGgzawme7zvJHvg==",
-      "license": "MIT",
-      "engines": {
-        "node": ">=12"
-      },
-      "funding": {
-        "url": "https://github.com/chalk/ansi-styles?sponsor=1"
-      }
-    },
     "node_modules/wrappy": {
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
@@ -12253,9 +12301,9 @@
       "license": "ISC"
     },
     "node_modules/ws": {
-      "version": "8.21.1",
-      "resolved": "https://registry.npmjs.org/ws/-/ws-8.21.1.tgz",
-      "integrity": "sha512-+0NTnW77fFN/DjQi6k/Sq/Yvk4Sgajw7urW8V+asjXnRgDs9gyGkdb7EzgfhA4goXsRIZKE28fzIXBHEzhuiWw==",
+      "version": "8.21.3",
+      "resolved": "https://registry.npmjs.org/ws/-/ws-8.21.3.tgz",
+      "integrity": "sha512-201TZ/kPWxoPr/OKWjquZR1SWKXcvxdH+e1xrx89b3YbmzLMFCLfnaG1HFIgWzJOEWZ7MvpK++odZufgYR50Rw==",
       "license": "MIT",
       "engines": {
         "node": ">=10.0.0"
@@ -12274,9 +12322,9 @@
       }
     },
     "node_modules/wsl-utils": {
-      "version": "0.3.1",
-      "resolved": "https://registry.npmjs.org/wsl-utils/-/wsl-utils-0.3.1.tgz",
-      "integrity": "sha512-g/eziiSUNBSsdDJtCLB8bdYEUMj4jR7AGeUo96p/3dTafgjHhpF4RiCFPiRILwjQoDXx5MqkBr4fwWtR3Ky4Wg==",
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/wsl-utils/-/wsl-utils-1.0.0.tgz",
+      "integrity": "sha512-Hl0ZOAs672vg+06kfujwRhoS6/jehvULrlFkuF2dRu6pHgA8U06h3xqNIqNNU1LTXPcedxByAR4GS6pwQK0mgA==",
       "license": "MIT",
       "dependencies": {
         "is-wsl": "^3.1.0",
@@ -12289,6 +12337,18 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
+    "node_modules/wsl-utils/node_modules/powershell-utils": {
+      "version": "0.1.0",
+      "resolved": "https://registry.npmjs.org/powershell-utils/-/powershell-utils-0.1.0.tgz",
+      "integrity": "sha512-dM0jVuXJPsDN6DvRpea484tCUaMiXWjuCn++HGTqUWzGDjv5tZkEZldAJ/UMlqRYGFrD/etByo4/xOuC/snX2A==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=20"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
     "node_modules/xdg-basedir": {
       "version": "5.1.0",
       "resolved": "https://registry.npmjs.org/xdg-basedir/-/xdg-basedir-5.1.0.tgz",
diff --git a/package.json b/package.json
index b4da320..8591cd3 100644
--- a/package.json
+++ b/package.json
@@ -84,6 +84,7 @@
   "dependencies": {
     "@anthropic-ai/claude-agent-sdk": "^0.3.216",
     "@earendil-works/pi-coding-agent": "^0.79.10",
+    "@seamapi/http": "^2.23.0",
     "ink-select-input": "^6.2.0",
     "ink-spinner": "^5.0.0",
     "ink-text-input": "^6.0.0",
@@ -93,7 +94,7 @@
     "pi-mcp-adapter": "~2.15.0"
   },
   "devDependencies": {
-    "@seamapi/cli": "^0.23.0",
+    "@seamapi/cli": "^0.32.0",
     "@types/minimist": "^1.2.5",
     "@types/node": "^24.10.9",
     "@types/react": "^19.2.17",
diff --git a/src/lib/api.test.ts b/src/lib/api.test.ts
new file mode 100644
index 0000000..d064d72
--- /dev/null
+++ b/src/lib/api.test.ts
@@ -0,0 +1,43 @@
+import { beforeEach, expect, test, vi } from 'vitest'
+
+const { get, post } = vi.hoisted(() => ({
+  get: vi.fn(),
+  post: vi.fn(),
+}))
+
+vi.mock('@seamapi/http', () => ({
+  isSeamHttpApiError: () => false,
+  isSeamHttpUnauthorizedError: () => false,
+  SeamHttpInvalidTokenError: class extends Error {},
+  SeamHttpWorkspaces: class {
+    get = get
+    client = { post }
+  },
+}))
+
+import { exchangeWizardInferenceToken, getWorkspaceForApiKey } from './api.js'
+
+beforeEach(() => vi.clearAllMocks())
+
+test('uses the workspace SDK and its raw client', async () => {
+  const workspace = {
+    workspace_id: 'workspace-1',
+    name: 'Test',
+    is_sandbox: true,
+  }
+  get.mockResolvedValue(workspace)
+  post.mockResolvedValue({
+    data: {
+      wizard_session: { token: 'token', expires_at: 'tomorrow' },
+      onboarding: null,
+    },
+  })
+
+  await expect(getWorkspaceForApiKey('seam_key')).resolves.toBe(workspace)
+  await expect(exchangeWizardInferenceToken('seam_key')).resolves.toEqual({
+    token: 'token',
+    expires_at: 'tomorrow',
+    onboarding: null,
+  })
+  expect(post).toHaveBeenCalledWith('/internal/wizard_inference/session', {})
+})
diff --git a/src/lib/seam-api.ts b/src/lib/api.ts
similarity index 63%
rename from src/lib/seam-api.ts
rename to src/lib/api.ts
index 4a5f45e..a1fde2e 100644
--- a/src/lib/seam-api.ts
+++ b/src/lib/api.ts
@@ -1,59 +1,50 @@
-// Minimal Seam API access used to validate a pasted API key. We deliberately
-// avoid pulling in the full SDK just for a health check — a single fetch keeps
-// the wizard's install footprint tiny.
+import {
+  isSeamHttpApiError,
+  isSeamHttpUnauthorizedError,
+  SeamHttpInvalidTokenError,
+  SeamHttpWorkspaces,
+  type Workspace,
+} from '@seamapi/http'
 
 import { getAuth } from 'lib/adapter.js'
 
-// Whichever server the host is pointed at.
-export function getSeamApiBaseUrl(): string {
+export function getApiBaseUrl(): string {
   return getAuth().endpoint.replace(/\/+$/, '')
 }
 
-export interface SeamWorkspace {
-  workspace_id: string
-  name: string
-  is_sandbox: boolean
-}
+export type SeamWorkspace = Pick<
+  Workspace,
+  'workspace_id' | 'name' | 'is_sandbox'
+>
 
 export class ApiKeyError extends Error {}
 
-// Validates the key by fetching the workspace it belongs to. Returns the
-// workspace so the wizard can show which workspace the key is for.
+const getApi = (apiKey: string): SeamHttpWorkspaces =>
+  new SeamHttpWorkspaces({ apiKey, endpoint: getApiBaseUrl() })
+
 export async function getWorkspaceForApiKey(
   apiKey: string,
 ): Promise<SeamWorkspace> {
-  let response: Response
   try {
-    response = await fetch(`${getSeamApiBaseUrl()}/workspaces/get`, {
-      method: 'POST',
-      headers: {
-        authorization: `Bearer ${apiKey}`,
-        'content-type': 'application/json',
-      },
-      body: '{}',
-    })
-  } catch {
+    return await getApi(apiKey).get()
+  } catch (error) {
+    if (
+      error instanceof SeamHttpInvalidTokenError ||
+      isSeamHttpUnauthorizedError(error)
+    ) {
+      throw new ApiKeyError(
+        'That key was rejected (401). Make sure you copied the full key, including the seam_ prefix.',
+      )
+    }
+    if (isSeamHttpApiError(error)) {
+      throw new ApiKeyError(
+        `The Seam API returned ${error.statusCode}. Please try again in a moment.`,
+      )
+    }
     throw new ApiKeyError(
       'Could not reach the Seam API. Check your network connection and try again.',
     )
   }
-
-  if (response.status === 401) {
-    throw new ApiKeyError(
-      'That key was rejected (401). Make sure you copied the full key, including the seam_ prefix.',
-    )
-  }
-  if (!response.ok) {
-    throw new ApiKeyError(
-      `The Seam API returned ${response.status}. Please try again in a moment.`,
-    )
-  }
-
-  const body = (await response.json()) as { workspace?: SeamWorkspace }
-  if (body.workspace == null) {
-    throw new ApiKeyError('Unexpected response from the Seam API.')
-  }
-  return body.workspace
 }
 
 export function looksLikeSeamApiKey(value: string): boolean {
@@ -63,7 +54,7 @@ export function looksLikeSeamApiKey(value: string): boolean {
 // Base URL for Seam-hosted inference. The embedded agent's SDK appends
 // /v1/messages; the exchange endpoint below lives at /session.
 export function getInferenceBaseUrl(): string {
-  return `${getSeamApiBaseUrl()}/internal/wizard_inference`
+  return `${getApiBaseUrl()}/internal/wizard_inference`
 }
 
 // The Console-collected onboarding answers Seam returns alongside the token, so
@@ -89,42 +80,32 @@ export interface WizardInferenceSession {
 export async function exchangeWizardInferenceToken(
   apiKey: string,
 ): Promise<WizardInferenceSession> {
-  let response: Response
   try {
-    response = await fetch(`${getInferenceBaseUrl()}/session`, {
-      method: 'POST',
-      headers: {
-        authorization: `Bearer ${apiKey}`,
-        'content-type': 'application/json',
-      },
-      body: '{}',
-    })
-  } catch {
+    const { data: body } = await getApi(apiKey).client.post<{
+      wizard_session?: { token: string; expires_at: string }
+      onboarding?: WizardOnboarding | null
+    }>('/internal/wizard_inference/session', {})
+    if (body.wizard_session == null) {
+      throw new ApiKeyError(
+        'Unexpected response from Seam starting the AI session.',
+      )
+    }
+    return {
+      token: body.wizard_session.token,
+      expires_at: body.wizard_session.expires_at,
+      onboarding: body.onboarding ?? null,
+    }
+  } catch (error) {
+    if (error instanceof ApiKeyError) throw error
+    if (isSeamHttpApiError(error)) {
+      throw new ApiKeyError(
+        `Seam couldn't start the AI session (${error.statusCode}). Please try again in a moment.`,
+      )
+    }
     throw new ApiKeyError(
       'Could not reach Seam to start the AI session. Check your network connection and try again.',
     )
   }
-
-  if (!response.ok) {
-    throw new ApiKeyError(
-      `Seam couldn't start the AI session (${response.status}). Please try again in a moment.`,
-    )
-  }
-
-  const body = (await response.json()) as {
-    wizard_session?: { token: string; expires_at: string }
-    onboarding?: WizardOnboarding | null
-  }
-  if (body.wizard_session == null) {
-    throw new ApiKeyError(
-      'Unexpected response from Seam starting the AI session.',
-    )
-  }
-  return {
-    token: body.wizard_session.token,
-    expires_at: body.wizard_session.expires_at,
-    onboarding: body.onboarding ?? null,
-  }
 }
 
 // One-shot call to Seam-hosted inference (Anthropic Messages API shape). Sent
diff --git a/src/lib/app.tsx b/src/lib/app.tsx
index dd43fd3..28689c8 100644
--- a/src/lib/app.tsx
+++ b/src/lib/app.tsx
@@ -11,6 +11,14 @@ import {
 } from 'react'
 
 import { getAuth } from './adapter.js'
+import {
+  ApiKeyError,
+  exchangeWizardInferenceToken,
+  getInferenceBaseUrl,
+  looksLikeSeamApiKey,
+  type SeamWorkspace,
+  type WizardInferenceSession,
+} from './api.js'
 import { ensureProjectEnvConventions, findExistingApiKey } from './env-file.js'
 import { runInstall } from './run-install.js'
 import { AnalyzeScreen } from './screens/analyze.js'
@@ -24,14 +32,6 @@ import { IntegrationModeScreen } from './screens/integration-mode.js'
 import { NoteScreen } from './screens/note.js'
 import { SetupProgress } from './screens/setup-progress.js'
 import { WelcomeScreen } from './screens/welcome.js'
-import {
-  ApiKeyError,
-  exchangeWizardInferenceToken,
-  getInferenceBaseUrl,
-  looksLikeSeamApiKey,
-  type SeamWorkspace,
-  type WizardInferenceSession,
-} from './seam-api.js'
 import {
   analyzeProject,
   type ProjectAnalysis,
diff --git a/src/lib/steps/analyze-project.ts b/src/lib/steps/analyze-project.ts
index 8c941c9..a5b2918 100644
--- a/src/lib/steps/analyze-project.ts
+++ b/src/lib/steps/analyze-project.ts
@@ -1,8 +1,8 @@
 import { existsSync, readFileSync } from 'node:fs'
 import { join } from 'node:path'
 
+import { callInferenceForText, type WizardOnboarding } from 'lib/api.js'
 import { findExistingApiKey } from 'lib/env-file.js'
-import { callInferenceForText, type WizardOnboarding } from 'lib/seam-api.js'
 
 import type { BuildMode } from './build-plan.js'
 import type { ProjectInfo, Sdk } from './detect-project.js'
diff --git a/src/lib/steps/authenticate.ts b/src/lib/steps/authenticate.ts
index 719418c..e192464 100644
--- a/src/lib/steps/authenticate.ts
+++ b/src/lib/steps/authenticate.ts
@@ -1,6 +1,6 @@
 import { getAuth } from 'lib/adapter.js'
+import { getWorkspaceForApiKey, type SeamWorkspace } from 'lib/api.js'
 import { findExistingApiKey, saveProjectApiKey } from 'lib/env-file.js'
-import { getWorkspaceForApiKey, type SeamWorkspace } from 'lib/seam-api.js'
 
 export interface AuthResult {
   workspace: SeamWorkspace
diff --git a/src/lib/steps/connect-web.ts b/src/lib/steps/connect-web.ts
index 671da4d..3dd19c1 100644
--- a/src/lib/steps/connect-web.ts
+++ b/src/lib/steps/connect-web.ts
@@ -3,8 +3,8 @@ import { createServer, type ServerResponse } from 'node:http'
 
 import open from 'open'
 
+import { getWorkspaceForApiKey, type SeamWorkspace } from 'lib/api.js'
 import { saveProjectApiKey } from 'lib/env-file.js'
-import { getWorkspaceForApiKey, type SeamWorkspace } from 'lib/seam-api.js'
 
 // The dashboard "wizard" page mints a key and posts it back to the local
 // callback. Override the console host with SEAM_CONSOLE_URL for dev.
diff --git a/src/lib/steps/connection.ts b/src/lib/steps/connection.ts
index 5259415..7c79258 100644
--- a/src/lib/steps/connection.ts
+++ b/src/lib/steps/connection.ts
@@ -1,6 +1,6 @@
 import { getAuth } from 'lib/adapter.js'
+import type { SeamWorkspace } from 'lib/api.js'
 import { fingerprintApiKey } from 'lib/api-key.js'
-import type { SeamWorkspace } from 'lib/seam-api.js'
 import {
   type ConnectionSource,
   type ProjectConnection,
diff --git a/test/steps/connection.test.ts b/test/steps/connection.test.ts
index 115975a..3b246de 100644
--- a/test/steps/connection.test.ts
+++ b/test/steps/connection.test.ts
@@ -1,8 +1,8 @@
 import { afterEach, beforeEach, expect, test } from 'vitest'
 
 import { createMemoryAdapter, resetAdapter, setAdapter } from 'lib/adapter.js'
+import type { SeamWorkspace } from 'lib/api.js'
 import { fingerprintApiKey } from 'lib/api-key.js'
-import type { SeamWorkspace } from 'lib/seam-api.js'
 import { compareConnection, saveConnection } from 'lib/steps/connection.js'
 import { type ProjectConnection, readProjectRecord } from 'lib/store/index.js'