Security Checklist for AI generated Apps: Auth, RBAC, Payments
Whether you're assembling an internal tool with an admin panel builder AI, spinning up a customer facing portal via a directory builder AI, or debating Glide vs AI app builder options, ship only when your security checklist is green. Here's a pragmatic, enterprise grade walkthrough tailored for AI generated applications.
Identity and authentication
- Prefer passkeys or WebAuthn with device binding; fall back to TOTP plus recovery codes. Enforce IP and ASN anomalies with adaptive MFA.
- Use OAuth2/OIDC with PKCE, rotating refresh tokens, and audience restricted JWTs under 15 minutes. Set SameSite=strict and secure cookies for sessions.
- Block credential stuffing with per identity rate limits and breached password checks; log every auth event with immutable IDs.
Role, attribute, and data boundaries
- Model RBAC first, then layer ABAC (org_id, region, data sensitivity). Deny by default; never infer permissions from UI state.
- Enforce row level security in the database; scope queries by tenant and purpose. Mask PII by default and decrypt only in controlled services.
- For AI actions, gate tool calls by role and data classification; require human in the loop for destructive operations.
Payments and entitlements
- Validate webhook signatures and replay windows; require idempotency keys on charge flows. Store minimal PAN data; prefer vaulted tokens.
- Derive entitlements from plans in code, not from client flags. On downgrade, schedule grace periods and background revocation jobs.
- Isolate billing webhooks from core apps; queue events and reconcile totals daily against the processor.
Admin and directory surfaces
- Separate "viewer," "operator," and "superadmin" duties. Every high-risk admin action should require reason codes and dual approval.
- Keep append only audit logs with cryptographic chaining; alert on gaps or time skews. Snapshot deltas for bulk edits.
- For directories, support SAML SSO, SCIM provisioning, and just in time account creation with domain allowlists and lifecycle hooks.
AI specific hardening
- Sanitize prompts and user content; strip secrets and URLs from tool eligible fields. Constrain model tools to an allowlist with explicit schemas.
- Validate model outputs against JSON Schemas before execution; rate limit autonomous loops and cap cost per request.
- Pin model versions, log prompts and completions with privacy redaction, and rotate API keys automatically.
Glide vs AI app builder: security buying questions
- Does it support enterprise SSO, per row permissions, and audit exports?
- Are SOC 2 reports, data residency, and private networking available?
- Can you run custom policies, webhooks with retries, and bring your own keys?
Pre release checklist
- Threat model for auth, payments, and AI tools completed and signed.
- Static analysis, dependency pinning, and secret scanning clean.
- Pen test focused on RBAC bypasses and webhook tampering.
- Backups, restores, and break glass access tested quarterly.
- Runbooks for incident response, revocation, and customer comms.
