How do coding bootcamp grads compare to self taught developers when it comes to practical deployment on Heroku and AWS?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do coding bootcamp grads compare to self taught developers when it comes to practical deployment on Heroku and AWS?
3 real searches · 1 real-search pass
Heroku official deployment documentation buildpacks config vars release phase logs pipelinesGoogle ↗
OBSERVEDOther / navigational
AWS official getting started deploy web application EC2 Elastic Beanstalk App Runner IAM CloudWatch documentationGoogle ↗
OBSERVEDInstruction
coding bootcamp curriculum deployment cloud AWS Heroku practical skills outcomes studyGoogle ↗
OBSERVEDConsequence
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Heroku official deployment documentation buildpacks config vars release phase logs pipelines Google ↗
AWS official getting started deploy web application EC2 Elastic Beanstalk App Runner IAM CloudWatch documentation Google ↗
coding bootcamp curriculum deployment cloud AWS Heroku practical skills outcomes study Google ↗
- AWS Elastic Beanstalk Documentation · aws.amazon.com
- Learn how to get started with Elastic Beanstalk · docs.aws.amazon.com
- Heroku App Lifecycle · devcenter.heroku.com
- Release Phase · devcenter.heroku.com
- AWS Elastic Beanstalk Documentation · docs.aws.amazon.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Heroku official deployment documentation buildpacks config vars release phase logs pipelines OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
AWS official getting started deploy web application EC2 Elastic Beanstalk App Runner IAM CloudWatch documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
coding bootcamp curriculum deployment cloud AWS Heroku practical skills outcomes study OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |