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Orchestration & Automation
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Class 7
Orchestration & Automation
Pipelines, Trackers, Deploy
Sheets/Notion, Zapier/Make, logging and retries.
Objectives
Design an end-to-end job pipeline.
Set up persistence and logging.
Deploy a small API endpoint.
System Design
Data
Tracker schema (status, contacts)
Artifacts (resume, cover, notes)
Automation
Triggers and webhooks
Retries and idempotency
In-Class Exercise
Create a job tracker sheet/table.
Parse one posting into a new row.
Draft an architecture diagram.
Assignment
Pipeline MVP: URL → tracker → dossier → bullets → cover.
Deploy on Replit/Cloudflare/Azure/AWS.
Submit runbook + logging screenshots.
Tools
Orchestration
AgentOrchestrator.io, CrewAI, AutoGen
LangGraph for stateful flows
Hosting
Cloudflare, Azure, AWS
Server-side OpenRouter calls