diff --git a/package-lock.json b/package-lock.json
index 58108b9..e216737 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1,12 +1,12 @@
 {
   "name": "@farhoodliquor/paperclip-adapter-opencode-k8s",
-  "version": "0.1.13",
+  "version": "0.1.14",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
       "name": "@farhoodliquor/paperclip-adapter-opencode-k8s",
-      "version": "0.1.13",
+      "version": "0.1.14",
       "license": "MIT",
       "dependencies": {
         "@kubernetes/client-node": "^1.0.0"
@@ -18,7 +18,7 @@
         "vitest": "^4.1.4"
       },
       "peerDependencies": {
-        "@paperclipai/adapter-utils": ">=0.3.0"
+        "@paperclipai/adapter-utils": ">=0.3.1"
       }
     },
     "node_modules/@emnapi/core": {
diff --git a/package.json b/package.json
index d6bd603..eb4afd3 100644
--- a/package.json
+++ b/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@farhoodliquor/paperclip-adapter-opencode-k8s",
-  "version": "0.1.13",
+  "version": "0.1.14",
   "description": "Paperclip adapter plugin that runs OpenCode agents as Kubernetes Jobs",
   "license": "MIT",
   "type": "module",
@@ -26,7 +26,7 @@
     "@kubernetes/client-node": "^1.0.0"
   },
   "peerDependencies": {
-    "@paperclipai/adapter-utils": ">=0.3.0"
+    "@paperclipai/adapter-utils": ">=0.3.1"
   },
   "devDependencies": {
     "@paperclipai/adapter-utils": "^2026.411.0-canary.8",
diff --git a/src/server/execute.ts b/src/server/execute.ts
index 7569c9e..1b5f6e2 100644
--- a/src/server/execute.ts
+++ b/src/server/execute.ts
@@ -1,12 +1,6 @@
 import type { AdapterExecutionContext, AdapterExecutionResult } from "@paperclipai/adapter-utils";
+import { inferOpenAiCompatibleBiller, redactHomePathUserSegments } from "@paperclipai/adapter-utils";
 import { asString, asNumber, asBoolean, parseObject } from "@paperclipai/adapter-utils/server-utils";
-
-function inferOpenAiCompatibleBiller(env: Record<string, string>, _fallback: string | null): string | null {
-  if (env.OPENROUTER_API_KEY) return "openrouter";
-  if (env.OPENAI_BASE_URL?.includes("openrouter")) return "openrouter";
-  if (env.OPENAI_API_KEY) return "openai";
-  return null;
-}
 import {
   parseOpenCodeJsonl,
   isOpenCodeUnknownSessionError,
@@ -137,7 +131,7 @@ async function streamPodLogs(
 
   const writable = new Writable({
     write(chunk: Buffer, _encoding, callback) {
-      const text = chunk.toString("utf-8");
+      const text = redactHomePathUserSegments(chunk.toString("utf-8"));
       chunks.push(text);
       void onLog("stdout", text).then(() => callback(), callback);
     },
@@ -398,13 +392,7 @@ export async function execute(ctx: AdapterExecutionContext): Promise<AdapterExec
     : null;
 
   const provider = parseModelProvider(model);
-  // Build a minimal env record for biller inference
-  const billerEnv: Record<string, string> = {};
-  for (const key of ["OPENAI_API_KEY", "OPENAI_BASE_URL", "OPENROUTER_API_KEY"]) {
-    const val = process.env[key];
-    if (val) billerEnv[key] = val;
-  }
-  const biller = inferOpenAiCompatibleBiller(billerEnv, null) ?? provider ?? "unknown";
+  const biller = inferOpenAiCompatibleBiller(process.env, null) ?? provider ?? "unknown";
 
   const parsedError = typeof parsed.errorMessage === "string" ? parsed.errorMessage.trim() : "";
   const rawExitCode = exitCode;
diff --git a/src/server/index.ts b/src/server/index.ts
index 11c84d7..db63166 100644
--- a/src/server/index.ts
+++ b/src/server/index.ts
@@ -1,4 +1,5 @@
 import type { ServerAdapterModule } from "@paperclipai/adapter-utils";
+import { getAdapterSessionManagement } from "@paperclipai/adapter-utils";
 import { type, models, agentConfigurationDoc } from "../index.js";
 import { execute } from "./execute.js";
 import { testEnvironment } from "./test.js";
@@ -15,6 +16,16 @@ export function createServerAdapter(): ServerAdapterModule {
     supportsLocalAgentJwt: true,
     agentConfigurationDoc,
     getConfigSchema,
+    sessionManagement: getAdapterSessionManagement("opencode_local") ?? {
+      supportsSessionResume: true,
+      nativeContextManagement: "unknown",
+      defaultSessionCompaction: {
+        enabled: true,
+        maxSessionRuns: 20,
+        maxRawInputTokens: 500_000,
+        maxSessionAgeHours: 24,
+      },
+    },
   };
 }
 
diff --git a/src/server/job-manifest.ts b/src/server/job-manifest.ts
index 0276b1b..dfe2ec5 100644
--- a/src/server/job-manifest.ts
+++ b/src/server/job-manifest.ts
@@ -8,39 +8,10 @@ import {
   parseObject,
   buildPaperclipEnv,
   renderTemplate,
+  joinPromptSections,
+  stringifyPaperclipWakePayload,
+  renderPaperclipWakePrompt,
 } from "@paperclipai/adapter-utils/server-utils";
-
-function joinPromptSections(sections: string[], separator = "\n\n"): string {
-  return sections.filter((s) => s.trim().length > 0).join(separator);
-}
-
-function stringifyPaperclipWakePayload(wake: unknown): string | null {
-  if (!wake || typeof wake !== "object") return null;
-  try {
-    const json = JSON.stringify(wake);
-    return json === "{}" ? null : json;
-  } catch {
-    return null;
-  }
-}
-
-function renderPaperclipWakePrompt(wake: unknown, _opts?: { resumedSession?: boolean }): string {
-  if (!wake || typeof wake !== "object") return "";
-  const w = wake as Record<string, unknown>;
-  const reason = typeof w.reason === "string" ? w.reason.trim() : "";
-  const comments = Array.isArray(w.comments) ? w.comments : [];
-  if (!reason && comments.length === 0) return "";
-  const parts: string[] = [];
-  if (reason) parts.push(`Wake reason: ${reason}`);
-  for (const c of comments) {
-    if (typeof c === "object" && c !== null) {
-      const comment = c as Record<string, unknown>;
-      const body = typeof comment.body === "string" ? comment.body.trim() : "";
-      if (body) parts.push(`Comment: ${body}`);
-    }
-  }
-  return parts.join("\n\n");
-}
 import type { SelfPodInfo } from "./k8s-client.js";
 
 export interface JobBuildInput {