Agent Architecture Case Studies

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{
  "Comment": "Customer Service Agent Orchestration",
  "StartAt": "ClassifyIntent",
  "States": {
    "ClassifyIntent": {
      "Type": "Task",
      "Resource": "arn:aws:lambda:us-east-1:123456789:function:classify-intent",
      "Next": "RouteByIntent",
      "Catch": [{
        "ErrorEquals": ["States.ALL"],
        "Next": "FallbackToHuman"
      }]

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import boto3
from anthropic import Anthropic
import subprocess
import json

class CodingAgent:
    def __init__(self, repo_path: str):
        self.bedrock = boto3.client('bedrock-runtime')
        self.s3 = boto3.client('s3')
        self.repo_path = repo_path
        self.context_cache = {}
        

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import boto3
import json
from typing import Dict, List, Any
from dataclasses import dataclass
from enum import Enum

class AgentRole(Enum):
    RESEARCHER = "researcher"
    ANALYZER = "analyzer"
    WRITER = "writer"
    REVIEWER = "reviewer"

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import boto3
import json
from typing import Any, Dict, Optional
from functools import wraps
import time
import logging

logger = logging.getLogger(__name__)

class ToolExecutionError(Exception):
    def __init__(self, tool_name: str, error_type: str, message: str, 
                 recoverable: bool = True):

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import boto3
import json
import time
from aws_lambda_powertools import Logger, Tracer, Metrics
from aws_lambda_powertools.metrics import MetricUnit
from typing import Dict, Any
import uuid

logger = Logger(service="agent-service")
tracer = Tracer(service="agent-service")
metrics = Metrics(namespace="AgentMetrics", service="agent-service")