The Architecture of Modern Browser Automation

Reliable web automation needs: recipe engine, AI agent, vision fallback, proxy manager. From deterministic workflows to autonomous exploration.

#WebAutomation #AI #DevOps #Testing

The Architecture of Modern Browser Automation

Reliable web automation needs: recipe engine, AI agent, vision fallback, proxy manager. From deterministic workflows to autonomous exploration.

#WebAutomation #AI #DevOps #Testing

The Architecture of Modern Browser Automation

Building reliable web automation requires:
- Recipe engine: deterministic JSON-defined workflows
- AI agent: autonomous exploration with Claude Sonnet
- Vision fallback: screenshot analysis when DOM fails
- Proxy manager: residential IPs with sticky sessions

#WebAutomation #AI #DevOps #Testing

The Architecture of Modern Browser Automation

Building reliable web automation requires:
- Recipe engine: deterministic JSON-defined workflows
- AI agent: autonomous exploration with Claude Sonnet
- Vision fallback: screenshot analysis when DOM fails
- Proxy manager: residential IPs with sticky sessions

#WebAutomation #AI #DevOps #Testing

The Architecture of Modern Browser Automation

Building reliable web automation requires:
- Recipe engine: deterministic JSON-defined workflows
- AI agent: autonomous exploration with Claude Sonnet
- Vision fallback: screenshot analysis when DOM fails
- Proxy manager: residential IPs with sticky sessions

#WebAutomation #AI #DevOps #Testing

The Architecture of Modern Browser Automation

Building reliable web automation requires:
- Recipe engine: deterministic JSON-defined workflows
- AI agent: autonomous exploration with Claude Sonnet
- Vision fallback: screenshot analysis when DOM fails
- Proxy manager: residential IPs with sticky sessions

#WebAutomation #AI #DevOps #Testing

The Architecture of Modern Browser Automation

Building reliable web automation requires:
- Recipe engine: deterministic JSON-defined workflows
- AI agent: autonomous exploration with Claude Sonnet
- Vision fallback: screenshot analysis when DOM fails
- Proxy manager: residential IPs with sticky sessions

#WebAutomation #AI #DevOps #Testing