AI automations you can steal.
Production-ready automation templates published every week. Architecture diagrams, deployment guides, cost breakdowns, and working code. Built from real systems, not tutorials.
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WEEK 1Intermediate
AI-Powered Document Processor
Ingest PDFs, extract structured data with Claude API, and store results in PostgreSQL. Deployed on AWS Lambda with S3 triggers — fully serverless.
INFRA COST
$12/mo at 1K docs
TIME SAVED
15h/week
Claude APIAWS LambdaS3PostgreSQLPython
WEEK 2Beginner
Slack to Notion Meeting Summarizer
Captures Slack threads, summarizes discussions with an LLM, and creates structured Notion pages with action items and owners.
INFRA COST
$5/mo
TIME SAVED
8h/week
Claude APISlack APINotion APIPythonLambda
WEEK 3Intermediate
Automated Lead Scoring Pipeline
Ingests form submissions, enriches with public data, scores leads using AI, and routes high-intent prospects to your CRM automatically.
INFRA COST
$18/mo
TIME SAVED
10h/week
Claude APIn8nPostgreSQLREST APIsPython
WEEK 4Advanced
MCP Agent: Code Review Assistant
An MCP-powered agent that reviews pull requests, flags security issues, suggests improvements, and posts inline comments — triggered by GitHub webhooks.
INFRA COST
$8/mo
TIME SAVED
12h/week
MCP ProtocolClaude APIGitHub APITypeScriptLambda
WEEK 5Intermediate
Invoice Processing Automation
Extract line items, totals, and vendor info from invoice PDFs. Validates against PO data and flags discrepancies before auto-filing.
INFRA COST
$10/mo at 500 invoices
TIME SAVED
20h/week
Claude APIS3DynamoDBLambdaPython
WEEK 6Beginner
Content Repurposing Engine
Takes a long-form blog post and generates LinkedIn posts, X threads, email snippets, and social cards — all on-brand and ready to publish.
INFRA COST
$6/mo
TIME SAVED
6h/week
Claude APIn8nMarkdownPythonS3
NEW TEMPLATE EVERY WEEK
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