Modern QA2026Decision Framework — tiles
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148 / 168 · 01 Agent Skills for Browser Automation · Tool Comparison Matrix: Browser Automation for AI Agents (July 2026)← prev⊞ allnext →☰ Read as one page

20.4Decision Framework

Choose Playwright CLI + Test Agents when:

  • A coding agent with filesystem access drives your testing (the common case)
  • Token efficiency matters (shared context with code editing)
  • You want first-party plan → generate → heal workflow
  • You need traces as an audit trail

Choose Playwright MCP when:

  • The agent is sandboxed (no filesystem)
  • Your IDE/agent integrates MCP natively
  • Short exploratory sessions where context cost doesn't accumulate

Choose Stagehand when:

  • You're building agent-powered product features in TypeScript
  • You want intent-level control without selector or ref management
  • Hosted browser infrastructure (Browserbase) fits your deployment

Choose browser-use when:

  • Python is your primary language
  • The UI defeats structural selectors (heavy canvas, custom components)
  • You're doing research or building custom agent loops

Choose Selenium 4 when:

  • Enterprise requirements (compliance, vendor support, exotic browsers)
  • A large existing Selenium suite to maintain
  • Multi-language team needs

Keep an eye on Vibium when:

  • You care about W3C-standards-native tooling
  • Its Cortex "app memory" ships — that's the feature nobody else has