The Sub-millisecond Tool-Execution Firewall for Enterprise AI Agents. Cloud HTTP Gateways (like LangSmith) protect your LLM tokens. AEGIS protects your Stripe account and Crypto Wallets from asynchronous Agent Double-Spending.

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.

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.

In a live stress test simulating a rogue agent attempting 1,000 concurrent Stripe tool calls:

• ✅ 1000 concurrent requests intercepted
• ✅ 0 double spends (Zero Financial Drift)
• ✅ $50,000 overspend prevented
• ✅ <0.001ms lock latency per request

pip install aegis-core-lortuarte-sdk

🛠️ Proof of Concept: The 3-Line Integration Wrap your high-risk tools (payments, trades, database writes) with the AEGIS gate.

# 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"

Running autonomous agents in production?

Without runtime security, a single race condition can cause overspending, double-spends, and unsafe execution.

AEGIS Enterprise includes:

• 📊 Policy dashboards
• 👁️ Real-time observability
• 🤝 Enterprise SLA support
• ⚡ Custom infrastructure integrations

Book Enterprise Pilot at: https://aegis-api.com/