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COMPUTER USE / USE CASE

Computer use for authenticated research

Research within an authorized account while preserving tenant boundaries and minimal collection.

01Trigger
02Agent
03Browser / desktop
04Human approval
05Outcome

Define the job

Answer a specific question from an approved logged-in source using a dedicated session. Collect only the fields needed for the task and keep a provenance receipt that does not expose session tokens or unrelated private records.

API FIRST?

Should this use computer use at all?

Prefer the source’s supported export or API with suitable access scopes. Use browser access only when the approved data path requires the interface and the account owner has authorized that scope.

API vs. computer use →

Architecture options

Dedicated session collector

Use deterministic navigation for a known private dashboard or document library. Verify the active organization and account before extraction, especially where the same login can switch tenants.

PlaywrightBrowserbase

Bounded private-source assistant

Evaluate an agent for a narrow research question inside an approved source set. Keep external navigation restricted and return minimal structured output for review.

Browser UseStagehandSkyvern

Failure modes & approval

Where the workflow can break

  • Stored cookies can confer the account’s authority to anyone who obtains them.
  • An agent can accidentally mix private source content into a public research artifact.
  • Tenant switching can leave the session in a different organization than the task expects.

Human approval point

Approve the data path before access and review any export or transmission outside the authorized workspace. Reauthenticate through a controlled handoff rather than exposing credentials to ordinary prompts.

Design the handoff →

Tools to evaluate

Control framework

Playwright

Deterministic browser automation and testing across Chromium, Firefox, and WebKit.

Verified Sep 27, 2026Browser infrastructure

Browserbase

Managed browser sessions with observability, proxies, and computer-use integrations.

Verified Sep 27, 2026Agent & orchestration

Browser Use

An open-source browser agent library with managed agents and cloud browser sessions.

Verified Sep 27, 2026Agent & orchestration

Stagehand

A browser SDK that mixes natural-language actions with deterministic browser code.

Verified Sep 27, 2026Agent & orchestration

Skyvern

Vision-assisted browser workflows with a developer SDK and a visual workflow builder.

Verified Sep 27, 2026

Budget the whole workflow

  • MFA and session reauthentication
  • Private-source review requirements
  • Session persistence and artifact retention
Open cost calculator

Implementation playbooks

Monitor a logged-in dashboard

Compare accepted observations and report meaningful changes without turning errors into alerts.

Download, validate, and store portal reports

Turn a portal export into a checkable artifact with a predictable name and provenance receipt.

RESEARCH NOTES

Sources & verification

Reviewed Sep 27, 2026. Architecture recommendations are editorial analysis; linked vendor documentation supports the underlying capability and safety facts.

  1. playwright.dev/docs/auth
  2. platform.claude.com/docs/en/agents-and-tools/tool-use/computer-use-tool
  3. developers.openai.com/api/docs/guides/tools-computer-use
How we verify evidence →