Enterprise: CRUD Dashboard

Problem Statement

Enterprise CRUD dashboards are the backbone of internal tools — managing users, products, configurations, and records. Agents need to perform create, read, update, and delete operations across diverse entity types with role-based access.

Why Human-Only Semantics Fail

• CRUD tables use DataGrid components with inline editing
• Column sorting, filtering, and pagination are interactive but undeclared
• "Edit" and "Delete" buttons on each row don't declare the entity or record ID
• Bulk operations (select all + delete) have no declared safety boundaries

Why Scraping Fails Here

• DataGrid components virtualize rows (only visible rows are in the DOM)
• Inline edit mode changes the DOM structure dynamically
• Pagination may use cursor-based pagination with no page count
• Role-based visibility hides columns/buttons that aren't in the DOM at all

How AXAG Eliminates Scraping

Each CRUD operation is annotated with entity type, parameters, risk level, and role requirements. Agents use the generated tools without parsing table DOM.

Annotated UI Examples

<!-- List / Read -->
<button
  axag-intent="entity.list"
  axag-entity="user"
  axag-action-type="read"
  axag-required-parameters='[]'
  axag-optional-parameters='["page","page_size","sort_by","sort_order","filters"]'
  axag-scope="tenant"
  axag-risk-level="none"
  axag-idempotent="true"
  axag-description="List users with optional filtering and pagination"
>View Users</button>

<!-- Create -->
<button
  axag-intent="entity.create"
  axag-entity="user"
  axag-action-type="write"
  axag-required-parameters='["email","role"]'
  axag-optional-parameters='["first_name","last_name","department","phone"]'
  axag-preconditions='["caller must have user_admin role"]'
  axag-postconditions='["user created","welcome email sent"]'
  axag-risk-level="medium"
  axag-idempotent="false"
  axag-scope="tenant"
  axag-description="Create a new user in the system"
>Add User</button>

<!-- Update -->
<button
  axag-intent="entity.update"
  axag-entity="user"
  axag-action-type="write"
  axag-required-parameters='["user_id"]'
  axag-optional-parameters='["email","role","first_name","last_name","department","status"]'
  axag-preconditions='["caller must have user_admin role","user must exist"]'
  axag-risk-level="medium"
  axag-idempotent="true"
  axag-scope="tenant"
  axag-description="Update an existing user record"
>Edit User</button>

<!-- Delete -->
<button
  axag-intent="entity.delete"
  axag-entity="user"
  axag-action-type="delete"
  axag-required-parameters='["user_id"]'
  axag-preconditions='["caller must have user_admin role","user must not have active sessions"]'
  axag-postconditions='["user deactivated","sessions invalidated"]'
  axag-risk-level="high"
  axag-confirmation-required="true"
  axag-idempotent="true"
  axag-scope="tenant"
  axag-description="Delete (deactivate) a user from the system"
>Delete User</button>

Generated Tool Examples

[
  {
    "tool_name": "user_list",
    "description": "List users with optional filtering and pagination",
    "input_schema": {
      "type": "object",
      "properties": {
        "page": { "type": "integer", "minimum": 1 },
        "page_size": { "type": "integer", "minimum": 1, "maximum": 100 },
        "sort_by": { "type": "string" },
        "sort_order": { "type": "string", "enum": ["asc","desc"] },
        "filters": { "type": "object" }
      }
    },
    "safety": { "risk_level": "none", "idempotent": true }
  },
  {
    "tool_name": "user_create",
    "description": "Create a new user in the system",
    "input_schema": {
      "type": "object",
      "properties": {
        "email": { "type": "string", "format": "email" },
        "role": { "type": "string", "enum": ["viewer","editor","admin"] },
        "first_name": { "type": "string" },
        "last_name": { "type": "string" }
      },
      "required": ["email", "role"]
    },
    "safety": { "risk_level": "medium", "idempotent": false }
  },
  {
    "tool_name": "user_delete",
    "description": "Delete (deactivate) a user from the system",
    "input_schema": {
      "type": "object",
      "properties": { "user_id": { "type": "string" } },
      "required": ["user_id"]
    },
    "safety": { "risk_level": "high", "confirmation_required": true, "idempotent": true }
  }
]

Constraints & Safety Notes

• All operations scoped to tenant — no cross-tenant access
• Delete is "soft delete" (deactivation), hence idempotent
• Create requires user_admin role
• Delete requires confirmation and invalidates active sessions
• List supports flexible filtering via a generic filters object