Dual-Engine Analysis Pipeline

Bluepill’s AI evolves through feedback loops including verified community submissions, expert validations, and real exploit patterns. Over time, this continual learning reduces noise, improves detection accuracy, and enhances threat prediction models — ensuring that Bluepill remains effective as threats evolve.

To increase detection depth while minimizing blind spots, Bluepill combines:

• Static Scanning — structural code analysis without execution

• Dynamic Logic Simulation — runtime behavior simulation

This hybrid approach allows both surface and deep behavioral vulnerabilities to be identified and assessed.