All specs
infrastructuremedium complexity

Admin Panel

Used in 3 specs

Internal tooling for operations, support, and moderation teams to manage users, content, and configuration.

Options

Interface Type*

Hand-coded internal pages — full control, more work
Generate admin UI from your data model
SQL dashboards + data exploration for operators

Capabilities*

View, edit, ban, and impersonate users
Review and remove flagged content
Enable/disable features per user or cohort
Track all admin actions for compliance

Decision Points

Will non-engineers (ops, support, trust & safety) need to manage data regularly?

If yes

Use auto-generated UI or a data platform — custom-built does not scale with non-technical users.

If no

A simple custom-built page for core actions is faster to ship and easier to secure.

Are you in a regulated industry or need SOC 2 compliance?

If yes

Enable audit log from day one — retrofitting it later requires touching every admin code path.

If no

Skip audit log until you have a compliance requirement.

Do you need per-tenant admin isolation or a single global admin?

If yes

Scope every admin query by tenant_id and give each tenant its own admin roles — required for B2B SaaS and marketplaces.

If no

A single global admin (your internal staff only) is simpler — gate with SSO and IP allowlists.

Should admins be able to impersonate users?

If yes

Ship an "impersonate" action — record the real admin + target in every log line during the session and show a banner in-app.

If no

Use read-only views and screen-share with customers instead — safer but slower support.

Can admins perform destructive actions (bulk delete, force reset) from the UI?

If yes

Gate destructive actions behind a typed-confirmation modal and log the reason — or require two-person approval for bulk ops.

If no

Make destructive actions CLI-only so they go through code review and are harder to fat-finger.

Is the admin panel a separate app/domain or embedded?

If yes

Host at admin.yourdomain.com with its own auth and IP allowlist — reduces blast radius if the main app is compromised.

If no

Embed under /admin with role-gated routes — simpler, but shares the production attack surface.

Build-your-own (Retool, Forest) or auto-generated from schema?

If yes

Retool/Forest lets ops build workflows without engineering — great for fast-moving support teams.

If no

Auto-generated from schema (AdminJS) gets you CRUD instantly but ceilings out fast on custom workflows.

Do you need approval workflows (two-person rule) for sensitive actions?

If yes

Build a pending-action queue with approver roles — required for finance, security, and many SOX contexts.

If no

Single-admin actions with audit logs are sufficient for most products.

Do you need read-only dashboards separate from mutation tools?

If yes

Split into a Metabase/Redash dashboard surface (read) and an action-capable admin UI (write) — different tools, different access levels.

If no

A single UI with per-role capability gates keeps things simple.

Should admins have break-glass access to production data?

If yes

Implement just-in-time elevation with a reason prompt, TTL, and Slack/PagerDuty notification — never standing admin DB access.

If no

Lock production access to a tiny on-call group via SSM/bastion — not through the admin panel.

Do you need feature-flag management in the admin panel?

If yes

Integrate LaunchDarkly/Statsig or a simple DB-backed flag table — exposing flag toggles to ops lets them triage without redeploys.

If no

Manage flags via config/PR; avoids another UI surface to secure.

Will admins moderate UGC?

If yes

Add a moderation queue with bulk-review, reason codes, and one-click takedown — plug in Perspective/Hive for auto-flagging.

If no

Skip moderation tooling until user-generated content emerges.

Do admins issue refunds / billing overrides from the panel?

If yes

Integrate Stripe/billing APIs into admin with reason codes, approval limits per role, and an audit trail of refund amounts.

If no

Route billing exceptions through Stripe dashboard directly — keeps finance workflows separate.

Admin roles: RBAC or policy-based?

If yes

Policy-based (OPA/Cedar) scales to complex rules like "support can refund up to $100 in region X" — worth it past ~5 distinct roles.

If no

RBAC with 3–5 fixed roles (superadmin, support, readonly) covers most teams.

Do you need SSO for internal staff login?

If yes

Enforce Google Workspace / Okta SSO for all admin logins — removes password risk and centralizes offboarding.

If no

Email+password with MFA is acceptable for very small teams only.

Should admin sessions have shorter TTLs than user sessions?

If yes

Drop admin session TTL to 1–4 hours and require re-auth for destructive actions — limits damage from a stolen cookie.

If no

Match user session TTL — simpler, but a leaked admin cookie has much higher blast radius.

Tradeoffs

ComplexityAuto-generated UI selected

Faster to set up but customization hits a ceiling quickly; often needs to be replaced

LatencyFeature flags enabled

Requires a flag evaluation layer in every feature; adds latency if not cached

ComplexityAudit log enabled

Every admin action must be explicitly logged; easy to miss if not enforced at the framework level

Dependencies

user-system

Implementation Examples

React Admin

B2B admin framework with data grids, forms, and authentication out of the box.

Refine

Open-source React meta-framework for building admin panels and internal tools.

Used by specs

Developer Tool / API ProductSocial / Community AppAI-Powered SaaS