diff --git a/CHANGELOG.md b/CHANGELOG.md
index e6d6c4a..79408ac 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,9 @@
 # Changelog
 
+## Unreleased
+
+- Use the host-provided `pi-ai` and `pi-coding-agent` core packages instead of installing a private pinned `pi-ai` runtime copy.
+
 ## 0.4.4 - 2026-08-03
 
 - Fix cached input tokens being counted twice.
diff --git a/package-lock.json b/package-lock.json
index f918f96..78bd7e0 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -8,19 +8,21 @@
       "name": "pi-commandcode-provider",
       "version": "0.4.3",
       "license": "MIT",
-      "dependencies": {
-        "@earendil-works/pi-ai": "0.75.5"
-      },
       "devDependencies": {
+        "@earendil-works/pi-ai": "*",
         "@types/node": "25.6.0",
         "prettier": "^3.5.0",
         "tsx": "4.22.4",
         "typescript": "6.0.3"
       },
       "peerDependencies": {
-        "@earendil-works/pi-coding-agent": "^0.75.5"
+        "@earendil-works/pi-ai": "*",
+        "@earendil-works/pi-coding-agent": "*"
       },
       "peerDependenciesMeta": {
+        "@earendil-works/pi-ai": {
+          "optional": true
+        },
         "@earendil-works/pi-coding-agent": {
           "optional": true
         }
@@ -30,6 +32,7 @@
       "version": "0.91.1",
       "resolved": "https://registry.npmjs.org/@anthropic-ai/sdk/-/sdk-0.91.1.tgz",
       "integrity": "sha512-LAmu761tSN9r66ixvmciswUj/ZC+1Q4iAfpedTfSVLeswRwnY3n2Nb6Tsk+cLPP28aLOPWeMgIuTuCcMC6W/iw==",
+      "dev": true,
       "license": "MIT",
       "dependencies": {
         "json-schema-to-ts": "^3.1.1"
@@ -46,24 +49,11 @@
         }
       }
     },
-    "node_modules/@aws-crypto/crc32": {
-      "version": "5.2.0",
-      "resolved": "https://registry.npmjs.org/@aws-crypto/crc32/-/crc32-5.2.0.tgz",
-      "integrity": "sha512-nLbCWqQNgUiwwtFsen1AdzAtvuLRsQS8rYgMuxCrdKf9kOssamGLuPwyTY9wyYblNr9+1XM8v6zoDTPPSIeANg==",
-      "license": "Apache-2.0",
-      "dependencies": {
-        "@aws-crypto/util": "^5.2.0",
-        "@aws-sdk/types": "^3.222.0",
-        "tslib": "^2.6.2"
-      },
-      "engines": {
-        "node": ">=16.0.0"
-      }
-    },
     "node_modules/@aws-crypto/sha256-browser": {
       "version": "5.2.0",
       "resolved": "https://registry.npmjs.org/@aws-crypto/sha256-browser/-/sha256-browser-5.2.0.tgz",
       "integrity": "sha512-AXfN/lGotSQwu6HNcEsIASo7kWXZ5HYWvfOmSNKDsEqC4OashTp8alTmaz+F7TC2L083SFv5RdB+qU3Vs1kZqw==",
+      "dev": true,
       "license": "Apache-2.0",
       "dependencies": {
         "@aws-crypto/sha256-js": "^5.2.0",
@@ -79,6 +69,7 @@
       "version": "5.2.0",
       "resolved": "https://registry.npmjs.org/@aws-crypto/sha256-js/-/sha256-js-5.2.0.tgz",
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+      "dev": true,
       "license": "Apache-2.0",
       "dependencies": {
         "@aws-crypto/util": "^5.2.0",
@@ -93,6 +84,7 @@
       "version": "5.2.0",
       "resolved": "https://registry.npmjs.org/@aws-crypto/supports-web-crypto/-/supports-web-crypto-5.2.0.tgz",
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+      "dev": true,
       "license": "Apache-2.0",
       "dependencies": {
         "tslib": "^2.6.2"
@@ -102,6 +94,7 @@
       "version": "5.2.0",
       "resolved": "https://registry.npmjs.org/@aws-crypto/util/-/util-5.2.0.tgz",
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+      "dev": true,
       "license": "Apache-2.0",
       "dependencies": {
         "@aws-sdk/types": "^3.222.0",
@@ -113,6 +106,7 @@
       "version": "3.1048.0",
       "resolved": "https://registry.npmjs.org/@aws-sdk/client-bedrock-runtime/-/client-bedrock-runtime-3.1048.0.tgz",
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+      "dev": true,
       "license": "Apache-2.0",
       "dependencies": {
         "@aws-crypto/sha256-browser": "5.2.0",
@@ -135,17 +129,18 @@
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-      "version": "3.974.14",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/core/-/core-3.974.14.tgz",
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+      "version": "3.977.5",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/core/-/core-3.977.5.tgz",
+      "integrity": "sha512-O5otOc1c6UZh5HsHAaPdYBcUUR9HL6mtnKqvc8nxN/CKDGUBUpsdh0q8K04Uz/dd1i0TaGyIQuQNqoO7+ad2TQ==",
+      "dev": true,
       "license": "Apache-2.0",
       "dependencies": {
-        "@aws-sdk/types": "^3.973.9",
-        "@aws-sdk/xml-builder": "^3.972.26",
-        "@aws/lambda-invoke-store": "^0.2.2",
-        "@smithy/core": "^3.24.3",
-        "@smithy/signature-v4": "^5.4.2",
-        "@smithy/types": "^4.14.2",
+        "@aws-sdk/types": "^3.974.2",
+        "@aws-sdk/xml-builder": "^3.972.37",
+        "@aws/lambda-invoke-store": "^0.3.0",
+        "@smithy/core": "^3.31.1",
+        "@smithy/signature-v4": "^5.6.12",
+        "@smithy/types": "^4.16.1",
         "bowser": "^2.11.0",
         "tslib": "^2.6.2"
       },
@@ -154,15 +149,16 @@
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-      "version": "3.972.40",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/credential-provider-env/-/credential-provider-env-3.972.40.tgz",
-      "integrity": "sha512-jjT0p0Y7KZtcvExYiPCLJnqM9lkXDV1KBEg/13OE2DXv/9batzlyJHVKUEnRNJccY0O2Sul17E1su38CgdBhGQ==",
+      "version": "3.972.66",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/credential-provider-env/-/credential-provider-env-3.972.66.tgz",
+      "integrity": "sha512-bOzP2+zdJ0XrghywB4FaJXtGZCx9yS0AGps+VJ5yEgg30wVyHNmVDBwVDXcRypzQY5iLGCS3NSn0nsuISqjFCQ==",
+      "dev": true,
       "license": "Apache-2.0",
       "dependencies": {
-        "@aws-sdk/core": "^3.974.14",
-        "@aws-sdk/types": "^3.973.9",
-        "@smithy/core": "^3.24.3",
-        "@smithy/types": "^4.14.2",
+        "@aws-sdk/core": "^3.977.5",
+        "@aws-sdk/types": "^3.974.2",
+        "@smithy/core": "^3.31.1",
+        "@smithy/types": "^4.16.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -170,41 +166,58 @@
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     },
     "node_modules/@aws-sdk/credential-provider-http": {
-      "version": "3.972.42",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/credential-provider-http/-/credential-provider-http-3.972.42.tgz",
-      "integrity": "sha512-+3fsKtWybe5BjKEUA3/07oh7Ayfd82IED2+gyyaVfS/4PU78E3TaOQxSGOJ1t7Imefoidw/ne9QA7apX8wEnJg==",
+      "version": "3.972.68",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/credential-provider-http/-/credential-provider-http-3.972.68.tgz",
+      "integrity": "sha512-lkunS8X+H6V76WE+t/uGQm/U8v0JXK5mLfNFTUAMlE1kqaCjwlmqKJrgCVtqjK/vqnlrSWsLK4Lr4NANBWlfTQ==",
+      "dev": true,
       "license": "Apache-2.0",
       "dependencies": {
-        "@aws-sdk/core": "^3.974.14",
-        "@aws-sdk/types": "^3.973.9",
-        "@smithy/core": "^3.24.3",
-        "@smithy/fetch-http-handler": "^5.4.3",
-        "@smithy/node-http-handler": "^4.7.3",
-        "@smithy/types": "^4.14.2",
+        "@aws-sdk/core": "^3.977.5",
+        "@aws-sdk/types": "^3.974.2",
+        "@smithy/core": "^3.31.1",
+        "@smithy/fetch-http-handler": "^5.6.13",
+        "@smithy/node-http-handler": "^4.9.13",
+        "@smithy/types": "^4.16.1",
         "tslib": "^2.6.2"
       },
       "engines": {
         "node": ">=20.0.0"
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-      "resolved": "https://registry.npmjs.org/@aws-sdk/credential-provider-ini/-/credential-provider-ini-3.972.44.tgz",
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+    "node_modules/@aws-sdk/credential-provider-http/node_modules/@smithy/node-http-handler": {
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+      "resolved": "https://registry.npmjs.org/@smithy/node-http-handler/-/node-http-handler-4.9.13.tgz",
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+      "dev": true,
       "license": "Apache-2.0",
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-        "@aws-sdk/core": "^3.974.14",
-        "@aws-sdk/credential-provider-env": "^3.972.40",
-        "@aws-sdk/credential-provider-http": "^3.972.42",
-        "@aws-sdk/credential-provider-login": "^3.972.44",
-        "@aws-sdk/credential-provider-process": "^3.972.40",
-        "@aws-sdk/credential-provider-sso": "^3.972.44",
-        "@aws-sdk/credential-provider-web-identity": "^3.972.44",
-        "@aws-sdk/nested-clients": "^3.997.12",
-        "@aws-sdk/types": "^3.973.9",
-        "@smithy/core": "^3.24.3",
-        "@smithy/credential-provider-imds": "^4.3.2",
-        "@smithy/types": "^4.14.2",
+        "@smithy/core": "^3.31.1",
+        "@smithy/types": "^4.16.1",
+        "tslib": "^2.6.2"
+      },
+      "engines": {
+        "node": ">=18.0.0"
+      }
+    },
+    "node_modules/@aws-sdk/credential-provider-ini": {
+      "version": "3.973.11",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/credential-provider-ini/-/credential-provider-ini-3.973.11.tgz",
+      "integrity": "sha512-KoDEolYtLHG/8C+IiZpXbJWyBOMkrHV+j66Kb9PBXmLv5euGb7aELvuCmLenoGAV6gBW2wM7TsG/1e5iulH4kA==",
+      "dev": true,
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@aws-sdk/core": "^3.977.5",
+        "@aws-sdk/credential-provider-env": "^3.972.66",
+        "@aws-sdk/credential-provider-http": "^3.972.68",
+        "@aws-sdk/credential-provider-login": "^3.972.73",
+        "@aws-sdk/credential-provider-process": "^3.972.66",
+        "@aws-sdk/credential-provider-sso": "^3.973.10",
+        "@aws-sdk/credential-provider-web-identity": "^3.972.72",
+        "@aws-sdk/nested-clients": "^3.997.40",
+        "@aws-sdk/types": "^3.974.2",
+        "@smithy/core": "^3.31.1",
+        "@smithy/credential-provider-imds": "^4.4.16",
+        "@smithy/types": "^4.16.1",
         "tslib": "^2.6.2"
       },
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@@ -212,16 +225,17 @@
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-      "resolved": "https://registry.npmjs.org/@aws-sdk/credential-provider-login/-/credential-provider-login-3.972.44.tgz",
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+      "version": "3.972.73",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/credential-provider-login/-/credential-provider-login-3.972.73.tgz",
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+      "dev": true,
       "license": "Apache-2.0",
       "dependencies": {
-        "@aws-sdk/core": "^3.974.14",
-        "@aws-sdk/nested-clients": "^3.997.12",
-        "@aws-sdk/types": "^3.973.9",
-        "@smithy/core": "^3.24.3",
-        "@smithy/types": "^4.14.2",
+        "@aws-sdk/core": "^3.977.5",
+        "@aws-sdk/nested-clients": "^3.997.40",
+        "@aws-sdk/types": "^3.974.2",
+        "@smithy/core": "^3.31.1",
+        "@smithy/types": "^4.16.1",
         "tslib": "^2.6.2"
       },
       "engines": {
@@ -229,21 +243,22 @@
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-      "resolved": "https://registry.npmjs.org/@aws-sdk/credential-provider-node/-/credential-provider-node-3.972.45.tgz",
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+      "version": "3.972.77",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/credential-provider-node/-/credential-provider-node-3.972.77.tgz",
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+      "dev": true,
       "license": "Apache-2.0",
       "dependencies": {
-        "@aws-sdk/credential-provider-env": "^3.972.40",
-        "@aws-sdk/credential-provider-http": "^3.972.42",
-        "@aws-sdk/credential-provider-ini": "^3.972.44",
-        "@aws-sdk/credential-provider-process": "^3.972.40",
-        "@aws-sdk/credential-provider-sso": "^3.972.44",
-        "@aws-sdk/credential-provider-web-identity": "^3.972.44",
-        "@aws-sdk/types": "^3.973.9",
-        "@smithy/core": "^3.24.3",
-        "@smithy/credential-provider-imds": "^4.3.2",
-        "@smithy/types": "^4.14.2",
+        "@aws-sdk/credential-provider-env": "^3.972.66",
+        "@aws-sdk/credential-provider-http": "^3.972.68",
+        "@aws-sdk/credential-provider-ini": "^3.973.11",
+        "@aws-sdk/credential-provider-process": "^3.972.66",
+        "@aws-sdk/credential-provider-sso": "^3.973.10",
+        "@aws-sdk/credential-provider-web-identity": "^3.972.72",
+        "@aws-sdk/types": "^3.974.2",
+        "@smithy/core": "^3.31.1",
+        "@smithy/credential-provider-imds": "^4.4.16",
+        "@smithy/types": "^4.16.1",
         "tslib": "^2.6.2"
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@@ -251,15 +266,16 @@
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+      "resolved": "https://registry.npmjs.org/@aws-sdk/credential-provider-process/-/credential-provider-process-3.972.66.tgz",
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+      "dev": true,
       "license": "Apache-2.0",
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-        "@aws-sdk/core": "^3.974.14",
-        "@aws-sdk/types": "^3.973.9",
-        "@smithy/core": "^3.24.3",
-        "@smithy/types": "^4.14.2",
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@@ -267,17 +283,18 @@
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       "license": "Apache-2.0",
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-        "@aws-sdk/types": "^3.973.9",
-        "@smithy/core": "^3.24.3",
-        "@smithy/types": "^4.14.2",
+        "@aws-sdk/core": "^3.977.5",
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+        "@smithy/core": "^3.31.1",
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@@ -285,16 +302,17 @@
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+      "version": "3.1102.0",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/token-providers/-/token-providers-3.1102.0.tgz",
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+      "dev": true,
       "license": "Apache-2.0",
       "dependencies": {
-        "@aws-sdk/core": "^3.974.14",
-        "@aws-sdk/nested-clients": "^3.997.12",
-        "@aws-sdk/types": "^3.973.9",
-        "@smithy/core": "^3.24.3",
-        "@smithy/types": "^4.14.2",
+        "@aws-sdk/core": "^3.977.5",
+        "@aws-sdk/nested-clients": "^3.997.40",
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@@ -302,16 +320,17 @@
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+      "dev": true,
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+      "dev": true,
       "license": "MIT"
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@@ -1541,6 +1609,7 @@
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       "deprecated": "Use your platform's native DOMException instead",
+      "dev": true,
       "funding": [
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@@ -1560,6 +1629,7 @@
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@@ -1578,6 +1648,7 @@
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+      "dev": true,
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@@ -1599,6 +1670,7 @@
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+      "dev": true,
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@@ -1612,23 +1684,9 @@
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+      "dev": true,
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-    "node_modules/path-expression-matcher": {
-      "version": "1.5.0",
-      "resolved": "https://registry.npmjs.org/path-expression-matcher/-/path-expression-matcher-1.5.0.tgz",
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-      "funding": [
-        {
-          "type": "github",
-          "url": "https://github.com/sponsors/NaturalIntelligence"
-        }
-      ],
-      "license": "MIT",
-      "engines": {
-        "node": ">=14.0.0"
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@@ -1649,6 +1707,7 @@
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+      "dev": true,
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@@ -1672,6 +1731,7 @@
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+      "dev": true,
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@@ -1681,6 +1741,7 @@
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+      "dev": true,
       "funding": [
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@@ -1697,28 +1758,18 @@
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-    "node_modules/strnum": {
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-      "funding": [
-        {
-          "type": "github",
-          "url": "https://github.com/sponsors/NaturalIntelligence"
-        }
-      ],
-      "license": "MIT"
-    },
     "node_modules/ts-algebra": {
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+      "dev": true,
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     "node_modules/tslib": {
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       "resolved": "https://registry.npmjs.org/tslib/-/tslib-2.8.1.tgz",
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+      "dev": true,
       "license": "0BSD"
     },
     "node_modules/tsx": {
@@ -1741,9 +1792,10 @@
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     },
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-      "resolved": "https://registry.npmjs.org/typebox/-/typebox-1.1.38.tgz",
-      "integrity": "sha512-pZ0aQPmMmXoUvSbeuWf/Hzsc+avNw/Zd6VeE8CFgkVGWyuHPJvqeJJDeJqLve+K70LvjYIoleGcoJHPT17cWoA==",
+      "version": "1.3.7",
+      "resolved": "https://registry.npmjs.org/typebox/-/typebox-1.3.7.tgz",
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+      "dev": true,
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@@ -1764,21 +1816,24 @@
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+      "dev": true,
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     "node_modules/web-streams-polyfill": {
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+      "dev": true,
       "license": "MIT",
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         "node": ">= 8"
       }
     },
     "node_modules/ws": {
-      "version": "8.21.0",
-      "resolved": "https://registry.npmjs.org/ws/-/ws-8.21.0.tgz",
-      "integrity": "sha512-Vsp28b7DRcimFQvrqu2Wek3z1iYxDCWqHYB8Qsnk/S4RfaCQzPGPyBNuVjJV3cd6UiKtUtp6sNM77gWvzcCH+g==",
+      "version": "8.21.2",
+      "resolved": "https://registry.npmjs.org/ws/-/ws-8.21.2.tgz",
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+      "dev": true,
       "license": "MIT",
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         "node": ">=10.0.0"
@@ -1796,25 +1851,11 @@
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-    "node_modules/xml-naming": {
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-      "resolved": "https://registry.npmjs.org/xml-naming/-/xml-naming-0.1.0.tgz",
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-      "funding": [
-        {
-          "type": "github",
-          "url": "https://github.com/sponsors/NaturalIntelligence"
-        }
-      ],
-      "license": "MIT",
-      "engines": {
-        "node": ">=16.0.0"
-      }
-    },
     "node_modules/zod": {
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+      "dev": true,
       "license": "MIT",
       "funding": {
         "url": "https://github.com/sponsors/colinhacks"
@@ -1824,6 +1865,7 @@
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+      "dev": true,
       "license": "ISC",
       "peerDependencies": {
         "zod": "^3.25.28 || ^4"
diff --git a/package.json b/package.json
index c06877e..3f45f32 100644
--- a/package.json
+++ b/package.json
@@ -49,18 +49,20 @@
     ]
   },
   "devDependencies": {
+    "@earendil-works/pi-ai": "*",
     "@types/node": "25.6.0",
     "prettier": "^3.5.0",
     "tsx": "4.22.4",
     "typescript": "6.0.3"
   },
-  "dependencies": {
-    "@earendil-works/pi-ai": "0.75.5"
-  },
   "peerDependencies": {
-    "@earendil-works/pi-coding-agent": "^0.75.5"
+    "@earendil-works/pi-ai": "*",
+    "@earendil-works/pi-coding-agent": "*"
   },
   "peerDependenciesMeta": {
+    "@earendil-works/pi-ai": {
+      "optional": true
+    },
     "@earendil-works/pi-coding-agent": {
       "optional": true
     }
diff --git a/src/cost.ts b/src/cost.ts
index 290bf51..2be736c 100644
--- a/src/cost.ts
+++ b/src/cost.ts
@@ -13,7 +13,7 @@ export function calculateCommandCodeCost(model: ModelLike, usage: Usage): void {
   usage.cost.input = (model.cost.input / 1_000_000) * usage.input
   usage.cost.output = (model.cost.output / 1_000_000) * usage.output
   usage.cost.cacheRead = (model.cost.cacheRead / 1_000_000) * usage.cacheRead
-  usage.cost.cacheWrite = (model.cost.cacheWrite / 1_000_000) * usage.cacheWrite
+  usage.cost.cacheWrite = (model.cost.cacheWrite * usage.cacheWrite) / 1_000_000
   usage.cost.total =
     usage.cost.input + usage.cost.output + usage.cost.cacheRead + usage.cost.cacheWrite
 }