fix(ecs): write task payload to S3 instead of 8 KB containerOverrides (#502) (#503)

* fix(ecs): write task payload to S3, not inline overrides (#502)

The ECS compute strategy inlined the full orchestrator payload (incl. the
large hydrated_context) into the AGENT_PAYLOAD container-override env var.
ECS RunTask caps the TOTAL containerOverrides blob at 8192 bytes, so any real
task was rejected before the container started:

  InvalidParameterException: Container Overrides length must be at most 8192

AgentCore is unaffected — it passes the payload in the InvokeAgentRuntime
request body, which has no comparable limit. The bug only surfaces with a
realistic hydrated payload, which is why the prior ECS smoke test (a small
Rust cargo-check, #494) didn't catch it.

Fix — stash the payload out-of-band and pass only a pointer:
- New EcsPayloadBucket construct (mirrors TraceArtifactsBucket): BLOCK_ALL,
  enforceSSL, S3_MANAGED encryption, 1-day lifecycle TTL (payloads are
  ephemeral — read once at boot). Dedicated bucket so the ECS task role's S3
  read is scoped to payloads only and can't touch attachments/traces.
- ecs-strategy: when ECS_PAYLOAD_BUCKET is set, PutObject the payload to
  <task_id>/payload.json and pass AGENT_PAYLOAD_S3_URI in the override; the
  boot command fetches+parses it via boto3. Inline AGENT_PAYLOAD remains as a
  fallback (small payloads / no bucket), so nothing regresses. deleteEcsPayload
  helper removes the object.
- orchestrate-task finalize: best-effort deleteEcsPayload for ECS tasks once
  terminal (the container has long since read it); lifecycle rule is the
  crash backstop.
- EcsAgentCluster: accept payloadBucket, inject ECS_PAYLOAD_BUCKET env, grant
  the task role READ ONLY (untrusted repo code must not write/delete payloads;
  the trusted orchestrator owns write+delete). Session-role-aware.
- task-orchestrator: ecsPayloadBucket prop → grantPut + grantDelete to the
  orchestrator; @aws-sdk/client-s3 added to bundling externals.
- agent.ts: updated the commented uncomment-to-enable ECS scaffolding to wire
  the payload bucket.

Tests: new bucket construct (TTL/SSL/block-public/autoDelete); strategy
S3-write + URI-pointer + inline fallback + deleteEcsPayload (incl. best-effort
swallow + no-op without bucket); cluster read-grant + env var + read-only
(no put/delete). Full build green.

Closes #502

* fix(ecs): remove dead ECS_PAYLOAD_OBJECT_KEY_PREFIX export (review B1)

The `export const ECS_PAYLOAD_OBJECT_KEY_PREFIX = ''` constant was referenced
nowhere — ecsPayloadKey() (ecs-strategy.ts) builds `<task_id>/payload.json`
independently and already documents that layout in its own docstring. The dead
export was a "prefix" whose value was '' with a docstring describing a key
layout it didn't produce, and it raised the knip dead-code count, tripping the
ratchet inside `mise run build`. Delete it; ecsPayloadKey remains the single
source of truth for the key layout.

---------

Co-authored-by: bgagent <bgagent@noreply.github.com>
Co-authored-by: Alain Krok <alkrok@amazon.com>

Author: 3 people

cdk/src/constructs/ecs-agent-cluster.ts

@@ -24,6 +24,7 @@ import * as ecr_assets from 'aws-cdk-lib/aws-ecr-assets';
 import * as ecs from 'aws-cdk-lib/aws-ecs';
 import * as iam from 'aws-cdk-lib/aws-iam';
 import * as logs from 'aws-cdk-lib/aws-logs';
+import * as s3 from 'aws-cdk-lib/aws-s3';
 import * as secretsmanager from 'aws-cdk-lib/aws-secretsmanager';
 import { NagSuppressions } from 'cdk-nag';
 import { Construct } from 'constructs';
@@ -39,6 +40,18 @@ export interface EcsAgentClusterProps {
   readonly githubTokenSecret: secretsmanager.ISecret;
   readonly memoryId?: string;
 
+  /**
+   * S3 bucket holding per-task ECS payloads (#502). The orchestrator writes the
+   * payload (incl. the large hydrated_context, which can't fit in the 8 KB
+   * RunTask containerOverrides limit) here and passes only an
+   * `AGENT_PAYLOAD_S3_URI` pointer; the container fetches it on boot. The task
+   * role gets **read-only** on this bucket — the container runs untrusted repo
+   * code, so it must not be able to delete payloads (the trusted orchestrator
+   * owns write + delete). When omitted (isolated construct tests / deployments
+   * that still pass the payload inline), no grant or env var is added.
+   */
+  readonly payloadBucket?: s3.IBucket;
+
   /**
    * Per-task SessionRole (#209). When provided, tenant-data DynamoDB access
    * (task/events tables) is NOT granted to the Fargate task role; instead the
@@ -121,6 +134,10 @@ export class EcsAgentCluster extends Construct {
         LOG_GROUP_NAME: logGroup.logGroupName,
         GITHUB_TOKEN_SECRET_ARN: props.githubTokenSecret.secretArn,
         ...(props.memoryId && { MEMORY_ID: props.memoryId }),
+        // #502: the payload bucket name so the orchestrator-issued
+        // AGENT_PAYLOAD_S3_URI can be fetched. (The orchestrator sets the URI
+        // per-task via container override; this is informational parity.)
+        ...(props.payloadBucket && { ECS_PAYLOAD_BUCKET: props.payloadBucket.bucketName }),
         // Per-session IAM scoping (#209): when a SessionRole is wired, the
         // agent assumes it for tenant-data access (see aws_session.py).
         ...(props.agentSessionRole && {
@@ -149,6 +166,15 @@ export class EcsAgentCluster extends Construct {
     // agent assumes the SessionRole — stays on the task role).
     props.githubTokenSecret.grantRead(taskRole);
 
+    // #502: read-only on the ECS payload bucket so the container can fetch its
+    // payload (AGENT_PAYLOAD_S3_URI) at boot. READ only — the container runs
+    // untrusted repo code, so it must not be able to write or delete payloads
+    // (the trusted orchestrator owns write + delete). Stays on the task role
+    // (read once at startup, before the agent assumes any SessionRole).
+    if (props.payloadBucket) {
+      props.payloadBucket.grantRead(taskRole);
+    }
+
     // Bedrock model invocation — scoped to explicit foundation-model and
     // cross-region inference-profile ARNs (parity with the AgentCore runtime
     // grants in agent.ts), NOT a Resource: '*' wildcard. The model set is the
@@ -192,7 +218,7 @@ export class EcsAgentCluster extends Construct {
     NagSuppressions.addResourceSuppressions(this.taskDefinition, [
       {
         id: 'AwsSolutions-IAM5',
-        reason: 'DynamoDB index/* wildcards from CDK grantReadWriteData (UserConcurrencyTable, and task tables only when no SessionRole is wired); Secrets Manager wildcards from CDK grantRead; CloudWatch Logs wildcards from CDK grantWrite. Bedrock InvokeModel is scoped to explicit model/inference-profile ARNs (no wildcard resource).',
+        reason: 'DynamoDB index/* wildcards from CDK grantReadWriteData (UserConcurrencyTable, and task tables only when no SessionRole is wired); Secrets Manager wildcards from CDK grantRead; CloudWatch Logs wildcards from CDK grantWrite; S3 object/* wildcard from CDK grantRead on the ECS payload bucket (read-only, scoped to that bucket — #502). Bedrock InvokeModel is scoped to explicit model/inference-profile ARNs (no wildcard resource).',
       },
       {
         id: 'AwsSolutions-ECS2',

cdk/src/constructs/ecs-payload-bucket.ts

@@ -0,0 +1,110 @@
+/**
+ *  MIT No Attribution
+ *
+ *  Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.
+ *
+ *  Permission is hereby granted, free of charge, to any person obtaining a copy of
+ *  the Software without restriction, including without limitation the rights to
+ *  use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
+ *  the Software, and to permit persons to whom the Software is furnished to do so.
+ *
+ *  THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ *  IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ *  FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ *  AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ *  LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ *  OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ *  SOFTWARE.
+ */
+
+import { Duration, RemovalPolicy } from 'aws-cdk-lib';
+import * as s3 from 'aws-cdk-lib/aws-s3';
+import { Construct } from 'constructs';
+
+/**
+ * Lifecycle expiry for ECS task payloads. The payload is consumed once, at
+ * container boot, and the orchestrator deletes it promptly in the ``finalize``
+ * step. This 1-day rule is only a crash backstop: if the orchestrator dies
+ * before finalize (rare — it runs under durable execution), the object is still
+ * reaped within a day instead of lingering. Payloads carry the hydrated prompt
+ * context, so a tight TTL also keeps the blast radius of an accidental
+ * permission leak small.
+ */
+export const ECS_PAYLOAD_TTL_DAYS = 1;
+
+/**
+ * Properties for the EcsPayloadBucket construct.
+ */
+export interface EcsPayloadBucketProps {
+  /**
+   * Removal policy for the bucket.
+   * @default RemovalPolicy.DESTROY
+   */
+  readonly removalPolicy?: RemovalPolicy;
+
+  /**
+   * Whether to auto-delete objects when the bucket is removed (so ``cdk
+   * destroy`` does not need a manual bucket-empty first). Mirrors
+   * ``TraceArtifactsBucket`` / ``AttachmentsBucket``. Deploys CDK's
+   * ``Custom::S3AutoDeleteObjects`` Lambda with delete permissions on this
+   * bucket — acceptable here because the contents are ephemeral throwaway
+   * payloads.
+   * @default true
+   */
+  readonly autoDeleteObjects?: boolean;
+}
+
+/**
+ * S3 bucket for ECS task payloads (#502).
+ *
+ * The ECS compute strategy cannot pass the orchestrator payload (repo URL,
+ * prompt, and the large ``hydrated_context``) inline: a Fargate ``RunTask``
+ * caps the entire ``containerOverrides`` blob at 8192 bytes, and the hydrated
+ * context routinely exceeds that, so the call is rejected with
+ * ``InvalidParameterException``. (AgentCore is unaffected — it passes the
+ * payload in the ``InvokeAgentRuntime`` request body, which has no comparable
+ * limit.) Instead, the orchestrator writes the payload to
+ * ``s3://<bucket>/<task_id>/payload.json`` and passes only a small
+ * ``AGENT_PAYLOAD_S3_URI`` pointer in the override; the container fetches and
+ * parses it on boot.
+ *
+ * Dedicated (not co-tenant with attachments/traces) so the boundary is
+ * structural: the ECS task role gets S3 **read** here and nowhere else, the
+ * attachments feature can never collide with payload keys, and the tight
+ * 1-day TTL is whole-bucket rather than a prefix-scoped rule grafted onto a
+ * shared bucket.
+ *
+ * Security / hygiene (parity with TraceArtifactsBucket):
+ *  - ``blockPublicAccess: BLOCK_ALL`` + ``enforceSSL: true`` — no public read,
+ *    TLS-only transport.
+ *  - ``encryption: S3_MANAGED`` — server-side encryption at rest.
+ *  - 1-day lifecycle expiry — payloads are ephemeral (read once at boot,
+ *    deleted by the orchestrator at finalize); this is the crash backstop.
+ */
+export class EcsPayloadBucket extends Construct {
+  /** The underlying S3 bucket. */
+  public readonly bucket: s3.Bucket;
+
+  constructor(scope: Construct, id: string, props: EcsPayloadBucketProps = {}) {
+    super(scope, id);
+
+    this.bucket = new s3.Bucket(this, 'Bucket', {
+      blockPublicAccess: s3.BlockPublicAccess.BLOCK_ALL,
+      encryption: s3.BucketEncryption.S3_MANAGED,
+      enforceSSL: true,
+      lifecycleRules: [
+        {
+          id: 'ecs-payload-ttl',
+          enabled: true,
+          expiration: Duration.days(ECS_PAYLOAD_TTL_DAYS),
+          // Reap incomplete multipart uploads after 1 day. Object expiration
+          // does not apply to in-flight MPUs (they are not objects yet), so a
+          // separate reaper keeps stale upload parts from lingering.
+          abortIncompleteMultipartUploadAfter: Duration.days(1),
+        },
+      ],
+      removalPolicy: props.removalPolicy ?? RemovalPolicy.DESTROY,
+      autoDeleteObjects: props.autoDeleteObjects ?? true,
+    });
+  }
+}

cdk/src/constructs/task-orchestrator.ts

@@ -159,6 +159,16 @@ export interface TaskOrchestratorProps {
     readonly executionRoleArn: string;
   };
 
+  /**
+   * S3 bucket for per-task ECS payloads (#502). When provided (alongside
+   * ``ecsConfig``), the orchestrator writes the payload here and passes only an
+   * ``AGENT_PAYLOAD_S3_URI`` pointer in the RunTask override (the full payload
+   * exceeds the 8 KB containerOverrides limit), then deletes the object in the
+   * finalize step. The orchestrator gets write + delete; the ECS task role gets
+   * read-only (granted on the bucket by ``EcsAgentCluster``).
+   */
+  readonly ecsPayloadBucket?: s3.IBucket;
+
   /**
    * S3 bucket for task attachments. When provided, the orchestrator gets
    * ReadWrite grants for URL fetch/screen/upload during hydration.
@@ -220,6 +230,7 @@ export class TaskOrchestrator extends Construct {
         '@aws-sdk/client-ecs',
         '@aws-sdk/client-lambda',
         '@aws-sdk/client-bedrock-runtime',
+        '@aws-sdk/client-s3',
         '@aws-sdk/client-secrets-manager',
         '@aws-sdk/lib-dynamodb',
         '@aws-sdk/util-dynamodb',
@@ -262,6 +273,9 @@ export class TaskOrchestrator extends Construct {
           ECS_SECURITY_GROUP: props.ecsConfig.securityGroup,
           ECS_CONTAINER_NAME: props.ecsConfig.containerName,
         }),
+        // #502: bucket the orchestrator writes the ECS payload to (and deletes
+        // from at finalize); the ECS strategy reads this to build the S3 URI.
+        ...(props.ecsPayloadBucket && { ECS_PAYLOAD_BUCKET: props.ecsPayloadBucket.bucketName }),
         ...(props.attachmentsBucket && { ATTACHMENTS_BUCKET_NAME: props.attachmentsBucket.bucketName }),
       },
       bundling: orchestratorBundling,
@@ -280,6 +294,15 @@ export class TaskOrchestrator extends Construct {
       props.attachmentsBucket.grantReadWrite(this.fn);
     }
 
+    // #502: ECS payload bucket — the orchestrator writes the payload before
+    // RunTask and deletes it at finalize. Write + delete only (it never reads
+    // its own payload back; the ECS container is the reader, with its own
+    // read-only grant from EcsAgentCluster).
+    if (props.ecsPayloadBucket) {
+      props.ecsPayloadBucket.grantPut(this.fn);
+      props.ecsPayloadBucket.grantDelete(this.fn);
+    }
+
     // Durable execution managed policy
     this.fn.role!.addManagedPolicy(
       iam.ManagedPolicy.fromAwsManagedPolicyName('service-role/AWSLambdaBasicDurableExecutionRolePolicy'),

cdk/src/handlers/orchestrate-task.ts

@@ -37,6 +37,7 @@ import {
   type PollState,
 } from './shared/orchestrator';
 import { runPreflightChecks } from './shared/preflight';
+import { deleteEcsPayload } from './shared/strategies/ecs-strategy';
 import type { TaskRecord } from './shared/types';
 import { workflowIsReadOnly, workflowRequiresRepo } from './shared/workflows';
 
@@ -296,6 +297,14 @@ const durableHandler: DurableExecutionHandler<OrchestrateTaskEvent, void> = asyn
   // Step 6: Finalize — update terminal status, emit events, release concurrency
   await context.step('finalize', async () => {
     await finalizeTask(taskId, finalPollState, task.user_id);
+    // #502: the task is terminal — the container has long since read its
+    // payload, so delete the ephemeral S3 payload object now. Best-effort
+    // (deleteEcsPayload swallows errors) and a no-op for AgentCore tasks /
+    // deployments without a payload bucket; the bucket's 1-day lifecycle rule
+    // is the backstop if this delete or the whole step never runs.
+    if (blueprintConfig.compute_type === 'ecs') {
+      await deleteEcsPayload(taskId);
+    }
   });
 };
 

cdk/src/handlers/shared/strategies/ecs-strategy.ts

@@ -18,6 +18,7 @@
  */
 
 import { ECSClient, RunTaskCommand, DescribeTasksCommand, StopTaskCommand } from '@aws-sdk/client-ecs';
+import { S3Client, PutObjectCommand, DeleteObjectCommand } from '@aws-sdk/client-s3';
 import type { ComputeStrategy, SessionHandle, SessionStatus } from '../compute-strategy';
 import { logger } from '../logger';
 import type { BlueprintConfig } from '../repo-config';
@@ -30,11 +31,60 @@ function getClient(): ECSClient {
   return sharedClient;
 }
 
+let sharedS3Client: S3Client | undefined;
+function getS3Client(): S3Client {
+  if (!sharedS3Client) {
+    sharedS3Client = new S3Client({});
+  }
+  return sharedS3Client;
+}
+
 const ECS_CLUSTER_ARN = process.env.ECS_CLUSTER_ARN;
 const ECS_TASK_DEFINITION_ARN = process.env.ECS_TASK_DEFINITION_ARN;
 const ECS_SUBNETS = process.env.ECS_SUBNETS;
 const ECS_SECURITY_GROUP = process.env.ECS_SECURITY_GROUP;
 const ECS_CONTAINER_NAME = process.env.ECS_CONTAINER_NAME ?? 'AgentContainer';
+const ECS_PAYLOAD_BUCKET = process.env.ECS_PAYLOAD_BUCKET;
+
+/**
+ * Inline-payload size (bytes) above which we warn that RunTask will likely
+ * reject the call when no payload bucket is configured. ECS caps the TOTAL
+ * containerOverrides blob at 8192 bytes; the other env vars + command consume
+ * some of that, so 6 KB of payload is the practical danger line (#502).
+ */
+const INLINE_PAYLOAD_WARN_BYTES = 6144;
+
+/**
+ * S3 object key for a task's ECS payload. One object per task under its own
+ * task-id prefix; deleted by the orchestrator at finalize (see
+ * ``deleteEcsPayload``), with the bucket's 1-day lifecycle rule as a backstop.
+ */
+export function ecsPayloadKey(taskId: string): string {
+  return `${taskId}/payload.json`;
+}
+
+/**
+ * Delete a task's ECS payload object. Best-effort: a failed delete must never
+ * fail the task — the bucket's 1-day lifecycle rule reaps it regardless. Called
+ * from the orchestrator's ``finalize`` step once the task is terminal. No-ops
+ * when the payload bucket isn't configured (AgentCore-only deployments).
+ */
+export async function deleteEcsPayload(taskId: string): Promise<void> {
+  if (!ECS_PAYLOAD_BUCKET) return;
+  try {
+    await getS3Client().send(new DeleteObjectCommand({
+      Bucket: ECS_PAYLOAD_BUCKET,
+      Key: ecsPayloadKey(taskId),
+    }));
+    logger.info('Deleted ECS payload object', { task_id: taskId });
+  } catch (err) {
+    // Non-fatal — the lifecycle rule is the backstop.
+    logger.warn('Failed to delete ECS payload object (non-fatal)', {
+      task_id: taskId,
+      error: err instanceof Error ? err.message : String(err),
+    });
+  }
+}
 
 export class EcsComputeStrategy implements ComputeStrategy {
   readonly type = 'ecs';
@@ -63,6 +113,37 @@ export class EcsComputeStrategy implements ComputeStrategy {
     // This avoids the server entirely and runs the agent in batch mode.
     const payloadJson = JSON.stringify(payload);
 
+    // #502: the payload (esp. hydrated_context) routinely exceeds the 8192-byte
+    // cap that ECS RunTask enforces on the TOTAL containerOverrides blob, which
+    // rejected the call with InvalidParameterException. Write the payload to S3
+    // and pass only a small pointer (AGENT_PAYLOAD_S3_URI); the container fetches
+    // it on boot. The inline AGENT_PAYLOAD remains as a fallback for small
+    // payloads / deployments without a payload bucket configured.
+    let payloadS3Uri: string | undefined;
+    if (ECS_PAYLOAD_BUCKET) {
+      const key = ecsPayloadKey(taskId);
+      await getS3Client().send(new PutObjectCommand({
+        Bucket: ECS_PAYLOAD_BUCKET,
+        Key: key,
+        Body: payloadJson,
+        ContentType: 'application/json',
+      }));
+      payloadS3Uri = `s3://${ECS_PAYLOAD_BUCKET}/${key}`;
+      logger.info('Wrote ECS payload to S3', {
+        task_id: taskId,
+        bytes: payloadJson.length,
+        uri: payloadS3Uri,
+      });
+    } else if (payloadJson.length > INLINE_PAYLOAD_WARN_BYTES) {
+      // No bucket configured AND the payload is large enough that the inline
+      // path will almost certainly blow the 8192-byte overrides cap. Surface a
+      // clear cause rather than a raw InvalidParameterException from RunTask.
+      logger.warn('ECS payload is large but ECS_PAYLOAD_BUCKET is not set — RunTask may reject it (see #502)', {
+        task_id: taskId,
+        bytes: payloadJson.length,
+      });
+    }
+
     const containerEnv = [
       { name: 'TASK_ID', value: taskId },
       { name: 'REPO_URL', value: String(payload.repo_url ?? '') },
@@ -73,26 +154,35 @@ export class EcsComputeStrategy implements ComputeStrategy {
       ...(blueprintConfig.model_id ? [{ name: 'ANTHROPIC_MODEL', value: blueprintConfig.model_id }] : []),
       ...(blueprintConfig.system_prompt_overrides ? [{ name: 'SYSTEM_PROMPT_OVERRIDES', value: blueprintConfig.system_prompt_overrides }] : []),
       { name: 'CLAUDE_CODE_USE_BEDROCK', value: '1' },
-      // Full orchestrator payload as JSON — the Python wrapper reads this to
-      // call run_task() with all fields including hydrated_context.
-      { name: 'AGENT_PAYLOAD', value: payloadJson },
+      // #502: prefer the S3 pointer; fall back to the inline payload when no
+      // bucket is configured (keeps small-payload / AgentCore-only deployments
+      // working with no behavior change).
+      ...(payloadS3Uri
+        ? [{ name: 'AGENT_PAYLOAD_S3_URI', value: payloadS3Uri }]
+        : [{ name: 'AGENT_PAYLOAD', value: payloadJson }]),
       ...(payload.github_token_secret_arn
         ? [{ name: 'GITHUB_TOKEN_SECRET_ARN', value: String(payload.github_token_secret_arn) }]
         : []),
       ...(payload.memory_id ? [{ name: 'MEMORY_ID', value: String(payload.memory_id) }] : []),
     ];
 
     // Override the container command to run a Python one-liner that:
-    // 1. Reads the AGENT_PAYLOAD env var (full orchestrator payload JSON)
-    // 2. Calls entrypoint.run_task() directly with all fields
-    // 3. Exits with code 0 on success, 1 on failure
+    // 1. Loads the payload — from S3 (AGENT_PAYLOAD_S3_URI) when set, else the
+    //    inline AGENT_PAYLOAD env var (fallback).
+    // 2. Calls entrypoint.run_task() directly with all fields.
+    // 3. Exits with code 0 on success, 1 on failure.
     // This bypasses the uvicorn server entirely — no HTTP, no OTEL noise.
     const bootCommand = [
       'python', '-c',
       'import json, os, sys; '
       + 'sys.path.insert(0, "/app/src"); '
       + 'from entrypoint import run_task; '
-      + 'p = json.loads(os.environ["AGENT_PAYLOAD"]); '
+      + '_uri = os.environ.get("AGENT_PAYLOAD_S3_URI"); '
+      + 'p = ('
+      + 'json.loads(__import__("boto3").client("s3").get_object('
+      + 'Bucket=_uri.split("/",3)[2], Key=_uri.split("/",3)[3])["Body"].read()) '
+      + 'if _uri else json.loads(os.environ["AGENT_PAYLOAD"])'
+      + '); '
       + 'r = run_task('
       + 'repo_url=p.get("repo_url",""), '
       + 'task_description=p.get("prompt",""), '