Code, Build, Run, and Observe with Cloud
summary
A demo backend of ~105 lines of Node.js sends SMS via Twilio and is deployed serverless with Cloud Functions/Cloud Run (Node, Python, Go; Java in private alpha). Menu OCR uses Vision → Natural Language plus a custom model built with AutoML entity extraction trained on <200 labeled menus (noted ideal ≈1,000). Android builds run in Cloud Build 32-core ~2 min vs ~15 min locally; observability with Stackdriver Trace surfaces a 10% test-sleep bug that adds ~20s to some requests.
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chapters (15)
- 0:00Start
- 0:48build and publish your applications leveraging the power of the cloud
- 3:03implement a text message verification
- 4:06use the standard material ui components
- 6:30build branching logic
- 7:29change directory into our code file
- 7:45deploy this code to a publicly accessible endpoint
- 9:15add your own authentication
- 10:57deploy your function
- 11:52add a little intelligence
- 15:50build a custom model
- 19:19build an entity extraction model
- 21:42build and test our applications in isolated hermetic environments
- 22:51submit our android build to cloud build
- 31:53send a test message
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