DEV Community

João André Gomes Marques
João André Gomes Marques

Posted on

Your AI Agents Are Running Unsupervised

#ai #python #security #opensource

Your AI Agents Are Running Unsupervised

The EU AI Act is enforceable. SOC 2 auditors are asking about your agent workflows. And your LangChain agents are making API calls with zero audit trail.

This is the problem asqav solves. It's a Python SDK that adds governance to AI agents - cryptographic audit trails, policy enforcement, content scanning, and compliance reports. One pip install, a few lines of code, and every agent action gets a quantum-safe signature you can verify later.

The simplest version 

pip install asqav
Enter fullscreen mode Exit fullscreen mode 
import asqav

asqav.init(api_key="sk_...")
agent = asqav.Agent.create("my-agent")
sig = agent.sign("api:call", {"model": "gpt-4", "tokens": 1200})
# sig.verification_url -> publicly verifiable proof
Enter fullscreen mode Exit fullscreen mode

Every call to agent.sign() creates an ML-DSA signed record on asqav's servers. You get back a verification URL anyone can check.

What's new

For developers

Decorators that sign function calls automatically. Async support. A CLI for managing agents. And integrations for the frameworks you're already using.

@asqav.sign
def query_database(sql: str) -> list:
    return db.execute(sql)

# LangChain
from asqav.extras.langchain import AsqavCallbackHandler
chain.invoke(input, config={"callbacks": [AsqavCallbackHandler()]})

# Also: CrewAI, LiteLLM, Haystack, OpenAI Agents SDK
Enter fullscreen mode Exit fullscreen mode

For security teams

Content scanning catches PII, prompt injections, secrets, and toxic content before they hit production. Behavioral monitoring detects drift from baselines. Rate limiting per agent.

# Content scanning runs inline on sign_action
sig = agent.sign("chat:response", {
    "output": user_facing_text  # auto-scanned for PII, secrets, injections
})

# Quarantine a misbehaving agent instantly
# POST /agents/{id}/quarantine
Enter fullscreen mode Exit fullscreen mode

For compliance

Generate EU AI Act Article 12/14 reports, DORA ICT risk reports, and SOC 2 Trust Services reports. PDF export. Scheduled auto-generation. Evidence collection built in.

# Generate a compliance report via API
# POST /compliance-reports
{
    "framework": "eu_ai_act_article_12",
    "format": "pdf"
}
# Download: GET /compliance-reports/{id}/download
Enter fullscreen mode Exit fullscreen mode

Under the hood

All signatures use ML-DSA-65 (NIST FIPS 204) - the post-quantum standard. Audit trails are anchored to Bitcoin via OpenTimestamps. Multi-party signing requires multiple entities to approve high-risk actions. This isn't observability. It's cryptographic proof.

Pricing

Free - 1,000 signatures/month, 3 agents, 3 policies. No credit card.
Pro ($29/mo) - 50K signatures, 25 agents, observability, cost attribution.
Business ($99/mo) - Unlimited signatures, content scanning, behavioral monitoring, compliance reports, multi-party signing.

Get started 

pip install asqav
Enter fullscreen mode Exit fullscreen mode

Open source SDK, MIT licensed. The governance your AI agents are missing.

Top comments (0)