Video ID: uv_D0xXJ4G4
YouTube URL: https://www.youtube.com/watch?v=uv_D0xXJ4G4
Added At: 04-04-26 15:01:04
Processed: No
Sentiment: -
Categories: Ai-Native Portfolio Projects, Devtools
Tags: typescript, python, devtools, healthcareopportunities
Summary
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Transcript
Don't start building coding projects until you've done this one thing. [music] Go to Claude and type this in. You are a principal engineer tasked with designing three AI native portfolio projects. For [music] each project, include a cloud code pairing plan with eight concrete prompts I can paste into cloud code during build. Number [music] one, scaffolding. Generate a mono repo file structure for the text stack of my choice. Two, contracts. [music] Write open API spec and GraphQL scheas. Generate typed clients. Three, data. Design Postgress schemas and migrations. Create seed scripts and fake [music] data. Four, workers. Add AQ and implement one job with retries and dead letter handling. Five, tests. [music] Create just/py test setups. Write example unit integration tests. Six, AI. Add rag or agent loops. Write evaluation harnesses [music] and produce a small golden data set. Seven, CI/CD. Author GitHub actions for tests, [music] build and docker push. Eight, instrumentation. Integrate open telemetry constraints. No toy apps. Every project must show real world concerns. Back pressures, [music] retries, pagination, partial failures, and schema migrations. Prefer TypeScript or Python stacks [music] most teams use today. Avoid vague AI claims. Define precise evals and latency costs and targets. Ensure [music] each project uses distinct domains and problem types to showcase