feat: Gen AI Evolution Phases 10-12 — Singularity Simulation, SIRE Engine, and Tirith Hardening #49

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allegro merged 3 commits from feat/gen-ai-evolution-phases-10-12 into timmy-custom 2026-03-30 23:39:37 +00:00
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"""Phase 12: Automated Threat Modeling & Tirith Hardening.
Continuous, autonomous security auditing and hardening of the infrastructure.
"""
import logging
import json
from typing import List, Dict, Any
from agent.gemini_adapter import GeminiAdapter
logger = logging.getLogger(__name__)
class TirithHardener:
def __init__(self):
self.adapter = GeminiAdapter()
def run_security_audit(self, infra_config: Dict[str, Any]) -> Dict[str, Any]:
"""Performs a deep security audit of the infrastructure configuration."""
logger.info("Performing Tirith security audit and threat modeling.")
prompt = f"""
Infrastructure Configuration:
{json.dumps(infra_config, indent=2)}
Please perform a 'Deep Scan' of this infrastructure configuration.
Simulate sophisticated cyber-attacks against 'The Nexus' and 'The Door'.
Identify vulnerabilities and generate 'Tirith Security Patches' to mitigate them.
Format the output as JSON:
{{
"threat_model": "...",
"vulnerabilities": [...],
"attack_simulations": [...],
"security_patches": [
{{
"component": "...",
"vulnerability": "...",
"patch_description": "...",
"implementation_steps": "..."
}}
]
}}
"""
result = self.adapter.generate(
model="gemini-3.1-pro-preview",
prompt=prompt,
system_instruction="You are Timmy's Tirith Hardener. Your goal is to make the sovereign infrastructure impenetrable.",
thinking=True,
response_mime_type="application/json"
)
audit_data = json.loads(result["text"])
return audit_data