AW-1 Breaker

Deterministic, sub-millisecond execution circuit breaker for autonomous AI agent tool-calls.

Standard LLM guardrails (RLHF, system prompt boundaries) operate in-band: models evaluate their own compliance. When autonomous agents are granted tool-calling access to system shells, databases, or financial disbursement rails, adversarial injections or goal drift can bypass prompt restrictions via Base64 obfuscation, polyglot payloads, or velocity micro-drains.

aw1-breaker enforces an out-of-band execution interlock between the agent reasoning node and downstream execution sockets.

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Installation

pip install aw1-breaker

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Quickstart

from aw1 import ExecutionBreaker

breaker = ExecutionBreaker(baseline_velocity=50000.0)
result = breaker.intercept(
    actor_id="agent_treasury_01",
    tool_name="disburse_funds",
    payload='{"target": "core_ledger", "action": "payout"}',
    amount=12000.0
)
print(result)

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License

MIT License. Designed and maintained by Laveto Labs.