Week 5: Shipping Systems, Not Demos
Cloud Runtime and Simple Deployment Paths
Your deployment story should be explainable before it is automated.
Week 5: Shipping Systems, Not Demos
Your deployment story should be explainable before it is automated.
Objective
Design a simple deployment path for an AI-native SaaS with separate public and app runtimes.The lesson is public. The pressure loop lives inside the app where submissions, revision, and review happen.
Deliverable
A local stack blueprint and deployment hardening plan.Each lesson contributes to a week-level artifact and eventually to the shipped AI-native SaaS.
Preview
Lesson Preview
Your deployment story should be explainable before it is automated.
This lesson focuses on deployment architecture as an explainable system, not a pile of platform defaults.
When deploy paths are unclear, incidents become harder to diagnose and recovery becomes improvisation. AI systems suffer more because they already have more moving parts than ordinary CRUD apps.
A good deployment path states what runs where, what environment each component needs, how changes are released, and how failures are rolled back.
What This Is
This lesson focuses on deployment architecture as an explainable system, not a pile of platform defaults.
Why This Matters in Production
When deploy paths are unclear, incidents become harder to diagnose and recovery becomes improvisation. AI systems suffer more because they already have more moving parts than ordinary CRUD apps.
Mental Model
A good deployment path states what runs where, what environment each component needs, how changes are released, and how failures are rolled back.
Deep Dive
For this product, the public academy and the authenticated app have different concerns. Public pages want static speed and SEO. The app wants auth, APIs, and runtime logic. The lesson is not “use platform X.” The lesson is to make those constraints explicit and design the release path around them. Simplicity matters because every hidden edge becomes downtime later.
Worked Example
A Pages deployment serves the public academy while a Worker runtime serves auth and app routes. The deployment plan states which environment variables belong to each target and what happens when one deploy succeeds and the other fails.
Common Failure Modes
Common failures include sharing secrets across surfaces unnecessarily, having no rollback note, and confusing build-time content generation with request-time runtime dependencies.
References
official-doc
Use official deployment constraints, not hearsay.
Open referenceofficial-doc
Keep runtime expectations explicit.
Open referencearticle
Useful for deployment-stage discipline.
Open reference