aegis-core-lortuarte-sdk 3.1.0

Sub-millisecond Tool-Execution Firewall to prevent AI Agent Double-Spending.

🛡️ AEGIS Core: The Tool-Execution Firewall for FinTech AI Agents

Cloud HTTP Gateways (like LangSmith) protect your LLM tokens. AEGIS protects your Stripe account and Crypto Wallets from asynchronous Agent Double-Spending.

🚨 The 1,000-Thread Double Spend Vulnerability

When an autonomous agent enters a hyper-cognitive loop, it can fire hundreds of concurrent tool calls (e.g., Stripe API charges or Web3 transactions).

Cloud-based guardrails suffer from network latency (~50ms - 150ms). By the time the cloud gateway registers the budget depletion, the in-flight transactions have already drained your accounts.

[ 🎥 INSERT_YOUR_1000_THREAD_GIF_HERE.gif ] (Above: AEGIS Local IPC locking 999 rogue concurrent Stripe charges in <1ms, preventing a $99,900 phantom debt).

⚡ Why AEGIS? (Zero-Latency Policy Enforcement)

AEGIS is a horizontal L3 Policy Gate designed purely for speed and state locking. It sits exactly between your Agent's reasoning engine and your execution tools.

• Sub-Millisecond Concurrency: High-Frequency Local IPC Memory Locks (< 1ms) budget resolution.
• Infrastructure Agnostic: Works with LangChain, AutoGen, CrewAI, or raw Python scripts.
• Zero Dependencies: No Redis, no Kafka. Pure Python in-memory atomic locks.

📦 Quickstart & Installation

pip install aegis-core-sdk

🛠️ Proof of Concept: The 3-Line Integration

Wrap your high-risk tools (payments, trades, database writes) with the AEGIS gate.

from aegis import PolicyGate

# 1. Initialize local IPC Client
aegis_gate = PolicyGate(daily_budget_usd=100)

def execute_agent_payment(agent_id, amount):
    # 2. Intercept budget spending BEFORE tool execution (<1ms Lock)
    decision = aegis_gate.evaluate_tool_execution(
        agent_id=agent_id, 
        operation="stripe_charge", 
        amount=amount
    )
    
    if decision["status"] == "ALLOW":
        # Safe to execute real API call
        # stripe.Charge.create(...)
        return "Transaction Authorized"
    else:
        # Loop blocked instantly. Budget saved.
        return f"BLOCKED: Asynchronous Double-Spend Prevented in {decision['latency']}ms"

🧠 The Architecture (vs. LLM Gateways)

Feature	LangSmith / Portkey (Cloud)	AEGIS Core (Local IPC)
Primary Target	Token Spend / Prompt Injection	Tool Execution / Money Spend
Latency	50ms - 200ms (HTTP)	< 1ms (In-Memory)
Double-Spend Protection	Fails under high concurrency	Atomic deterministic locking

Built for the Machine-to-Machine (M2M) Economy.