axiom: Browser automation supremacy requires a layered fallback strategy: Stealth -> Vision -> Delegation.

category: engineering


axiom: Local stealth engines must bypass 'Chrome for Testing' detection by using real browser profiles and JS fingerprint overrides.

category: security


axiom: Behavioral analysis (mouse/keyboard timing) is the primary detection vector for modern bot managers like Akamai.

category: research


axiom: Vision-grounded interaction (screenshots + coordinate identification) is more robust than DOM-based interaction on obfuscated sites.


axiom: Antigravity agents can now delegate high-risk browser tasks to the Master Conductor for 100% human-parity execution.

category: orchestration


axiom: Browser automation supremacy is achieved at Level 5 via the Lux OS Meta-Engine, which transcends the DOM entirely.


axiom: The Jitter Engine resolves behavioral bot detection (Akamai/DataDome) using Fitts' Law and non-linear Bezier curves.


axiom: Agents can operate seamlessly across hostile boundaries using the GSB Session Vault for swarm-wide state persistence.