We need to set up a reliable CI/CD pipeline using GitHub Actions for my wife and my freelance web design business, so what are the best practices for secure cloud hosting deployment?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We need to set up a reliable CI/CD pipeline using GitHub Actions for my wife and my freelance web design business, so what are the best practices for secure cloud hosting deployment?
3 real searches · 1 real-search pass
GitHub Actions security hardening official docs OIDC least privilege pin actions full SHA environments deployment protection rulesGoogle ↗
OBSERVEDInstruction
AWS GitHub Actions OIDC official configure role trust policy GitHub Actions secure deploymentGoogle ↗
OBSERVEDOther / navigational
GitHub Actions deployment environments required reviewers official docsGoogle ↗
OBSERVEDInstruction
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
GitHub Actions security hardening official docs OIDC least privilege pin actions full SHA environments deployment protection rules Google ↗
AWS GitHub Actions OIDC official configure role trust policy GitHub Actions secure deployment Google ↗
GitHub Actions deployment environments required reviewers official docs Google ↗
- Managing environments for deployment · docs.github.com
- Deployment environments · docs.github.com
- GitHub Actions Security · cheatsheetseries.owasp.org
- CI/CD Pipeline Security · owasp.github.io
- Configuring OpenID Connect in Amazon Web Services · docs.github.com
- Create a role for OpenID Connect federation (console) · docs.aws.amazon.com
- Vercel website · vercel.com
- Cloudflare Pages · pages.cloudflare.com
- Cloudflare Workers · workers.cloudflare.com
- AWS website · aws.amazon.com
- Netlify website · netlify.com
- GitHub Actions security hardening · docs.github.com
- GitHub OIDC cloud deployment · docs.github.com
- OWASP Top 10 · owasp.org
- GitHub Code Security · docs.github.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
GitHub Actions security hardening official docs OIDC least privilege pin actions full SHA environments deployment protection rules OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
AWS GitHub Actions OIDC official configure role trust policy GitHub Actions secure deployment OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
GitHub Actions deployment environments required reviewers official docs OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |