// ai-powered automation

Lambda AI Automation

Production-ready starter for AI-powered automation on AWS. Send text to a REST API and get back summaries, classifications, entity extraction, or AI-generated responses — powered by Claude.

Python Anthropic SDK Terraform API Gateway Lambda GitHub Actions
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AI Document Processor

S3 upload triggers Claude to extract structured data from invoices, receipts, and contracts. Writes fields to DynamoDB and sends summary notifications via SES.

Python Claude S3 DynamoDB SES Terraform
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AI Support Triage

Classifies incoming support requests by urgency and category using Claude, routes to the right team via SNS, logs all tickets to DynamoDB with a REST query API.

Python Claude SNS DynamoDB API Gateway Terraform
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Scheduled Report Generator

EventBridge cron triggers a Lambda that queries DynamoDB, generates a natural-language summary with Claude, and delivers polished HTML reports via SES.

Python Claude EventBridge DynamoDB SES Terraform
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AI Chatbot Widget

Embeddable customer support chatbot backed by Claude. HTTP API with DynamoDB conversation history, auto-expiring sessions, and a drop-in JavaScript widget for any website.

Python Claude API Gateway DynamoDB JavaScript Terraform
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Slack AI Assistant

Slack bot that answers company questions using S3-stored documents and Claude. Keyword-based retrieval, conversation caching, and source citations in every response.

Python Claude Slack SDK S3 DynamoDB Terraform
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// data & integration

Data Pipeline Template

Serverless data ingestion pipeline. Drop a CSV or JSON into S3 and it automatically parses, normalizes, and stores records in DynamoDB — with a query API and CloudWatch dashboard.

Python S3 DynamoDB API Gateway CloudWatch Terraform
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Webhook Router

Multi-source webhook router for Stripe, Shopify, and GitHub. Validates signatures, normalizes payloads to a common schema, and routes via SQS with dead-letter queues for reliability.

Python API Gateway SQS DynamoDB SNS Terraform
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Cost Anomaly Detector

Daily Cost Explorer polling with 30-day rolling baseline comparison. Claude analyzes anomalies and generates recommendations. SNS alerts when spending exceeds configurable thresholds.

Python Claude Cost Explorer EventBridge SNS Terraform
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// infrastructure & operations

Terraform AWS Starter

Day-one AWS account foundation. VPC with public/private subnets, IAM baseline with MFA enforcement, CloudTrail, budget alerts, and ops alerting — all as composable Terraform modules.

Terraform VPC IAM CloudTrail Budgets SNS
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Observability Stack

Reusable CloudWatch observability modules: dashboards, alarms, severity-based SNS routing, and pre-built Log Insights queries for Lambda, API Gateway, and DynamoDB.

Terraform CloudWatch Dashboards Alarms SNS Log Insights
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CI/CD Pipeline Template

Complete GitHub Actions pipeline for Python Lambda projects. PR validation, auto-deploy to staging, manual production promotion with approval gates, security scanning, and rollback.

GitHub Actions Terraform Python Lambda pip-audit checkov
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