Security Checklist for AI Generated Apps: Auth, RBAC, Payments
AI can scaffold features in minutes, but security debt compounds even faster. Whether you use an automated app builder, lean into no-code development, or rely on agency tools for rapid prototyping, run this checklist before shipping.
Identity and Authentication
- Prefer hosted OAuth 2.1 and OIDC with PKCE; never store raw passwords.
- Enforce step up MFA for risky scopes, such as payouts and role changes.
- Rotate refresh tokens; set short access token TTL; bind sessions to device and IP reputation.
- For no-code platforms, verify how sessions are stored; disable localStorage tokens.
RBAC and Authorization
- Model permissions as capabilities, not pages. Example: invoice.read and payout.approve.
- Evaluate policies on the server; never trust UI flags or client generated roles.
- Add tenancy guardrails: every query must include tenant_id, and tests should fail if omitted.
- Log all authorization denials with subject, resource, action, and reason.
Payments and Webhooks
- Use PCI compliant providers; tokenize card data; never touch PANs.
- Verify webhooks with signature and timestamp; reject clock skew beyond five minutes.
- Require idempotency keys for creates and refunds; replay protection is mandatory.
- Separate payout privileges from order management; apply step up MFA and audit trails.
Data and Secrets
- Default to deny list egress from the build pipeline; restrict AI code generators from fetching secrets.
- Store credentials in a KMS backed vault; rotate on every environment promotion.
- Classify data by tenant and sensitivity; enforce row level and field level encryption where feasible.
Supply Chain and AI Output
- Pin dependencies by hash; enable SLSA or provenance checks for artifacts.
- Run SAST and DAST and policy as code on every scaffolded PR; block merges on high risk.
- Harden prompts for generators: forbid secrets in prompts, sanitize tool outputs, and lint for unsafe APIs.
Runtime, Observability, and Testing
- Enforce rate limits per token and tenant; add anomaly detection for AI abuse patterns.
- Instrument auth, RBAC, and payments with structured logs; stream to SIEM; keep seven year retention for finance.
- Build chaos tests: disable webhook signatures, expire keys, and assert controlled failure.
Release Gate for Rapid Prototypes
Even when timelines are brutal, require a security acceptance checklist: owner, threat model, test evidence, and rollback. Automated gates let an automated app builder or no-code development flow ship safely without slowing the business.
What to measure next
- MTTR for auth failures under fifteen minutes; payment webhook success over ninety nine point nine percent.
- Percentage of queries with tenant_id guard verified in CI equals one hundred percent.
- Coverage of RBAC policy tests above ninety percent of critical paths.
- Secrets rotated on schedule; zero credentials in code by commit hooks.
Security scales velocity: bake controls into templates, tests, and deploy gates across every prototype and product.
