---
id: TST-PFM-LLM-001
title: HQ browser Hq Ai Usage
kind: browser-lifecycle
product_area: platform
module: llm
revision: 1
status: draft
source_sha:
  react-console: baf6dae382d6f41dce976c7f848667ccc37e076f
repository: react-console
files:
  - e2e/dev/hq-ai-usage.dev.spec.ts
implements:
  - ATS-PFM-LLM-011-14
environment: deployed-dev
implementation_state: implemented
latest_result: not-run
latest_run_at: null
latest_run_ref: null
conformance: not-verified
estimated_minutes: 5
isolation: Read-only signed-in development session over existing seeded records; owns no shared mutations.
evidence:
  - provenance: test
    source: 'react-console:e2e/dev/hq-ai-usage.dev.spec.ts'
source_boundary:
  provenance: observed
  source: 'react-console:e2e/dev/hq-ai-usage.dev.spec.ts'
---

# HQ browser Hq Ai Usage

## Verification Boundary

A signed-in browser reads the deployed development service and follows existing records. The route probe can skip when the API is unavailable.

## What This Suite Proves

Deployed HQ reads reach request detail. Combined bindings require every named suite; a component assertion alone does not establish the full experiment.

## What It Does Not Prove

The probe checks successful reads and rendering rather than numerical agreement, control writes, captured-body access or complete customer acceptance.

## Real Dependencies and Test Doubles

Authentication, the browser, console and development API are real. The suite uses existing seed records and does not double service reads.

## Must Not Be Doubled

Retain actual navigation, permission-driven controls and the displayed states under test. A deployed run must retain its real API reads.