METHODOLOGY & SCOPE

What an AxiomGate audit inspects.

Scoping areas, the risk taxonomy they map to, and the architecture patterns behind the findings. Your confirmed audit defines which checks and artifacts are included.

TEN REVIEW AREAS / ONE GOVERNANCE STORY

From the first tool call
to the evidence you keep.

Choose the controls and evidence your system needs. These are scoping areas; your confirmed audit defines the checks and artifacts included.

01 / BUILD

CI/CD gates

Decide which security findings should block a release.

02 / INVENTORY

Agent SBOM

Map agents, dependencies, and who delegates to whom.

03 / EXECUTE

Runtime Guard

Review policy mediation and the limits of each capability.

04 / CONNECT

MCP review

Inspect tool schemas, exposed authority, and trust boundaries.

05 / MODEL

STRIDE threats

Turn architecture boundaries into concrete threat scenarios.

06 / CHALLENGE

Delegation stress tests

Scope adversarial paths and investigate expanding authority.

07 / OBSERVE

Trace analysis

Follow delegation hops and policy decisions in supplied traces.

08 / EVIDENCE

Compliance mapping

Organize technical evidence for your compliance review.

09 / VERIFY

Formal boundaries

Separate model-checked properties from implementation assumptions.

10 / REMEDIATE

Static security audit

Prioritize actionable findings without executing the submitted code.

Integration, runtime tests, and compliance work need explicit scope. No framework selection implies complete automatic coverage or certification.

RISK TAXONOMY

The risks these checks map to.

LLM01 / 2025

Prompt Injection & Goal Hijacking

Untrusted web content, documents, or API responses can redirect an agent’s goals. We inspect how tool authority is constrained independently of model instructions.

LLM06 / 2025

Excessive Agency & Delegation Loops

Over-privileged tools and unbounded inter-agent delegation amplify errors. We audit capability attenuation, recursion budgets, and commit barriers.

LLM07 / 2025

System Prompt & Credential Leakage

Prompts are not secrets. We inspect DLP boundaries and credential storage so private keys and API tokens are not copied into report artifacts or hosted-model contexts by the intake path.

Risk taxonomy: OWASP Top 10 for LLM Applications (2025 Edition) ↗. Structured static analysis with explicit coverage limits.

Penalty ceilings vary by violation: Article 99 allows up to €35M or 7% of worldwide annual turnover for prohibited practices. This is technical evidence, not legal advice. Read the Act ↗

03 / BOUNDARIES IN PRACTICE

See the decision
before the damage.

Three real-world architecture patterns.
Verifiable code with before and after mediation.

Unconstrained shell execution in CrewAI

ILLUSTRATIVE PATTERN
VULNERABLE / AUTHORITY IMPLICIT
HARDENED / EXPLICIT CONTROL

Explore the engine ↗