Policy enforcement point for agents

A policy enforcement point, or PEP, intercepts a protected action, asks for a decision and prevents execution when authority is absent.

01 / The operating case

What changes in a real workflow?

A tool wrapper checks Kubernetes delete, but the agent can also call the cluster API directly through another plugin.

Trace the authority boundary
  1. 01Authority origin
  2. 02Task and grant
  3. 03Current decision
  4. 04Observed outcome

02 / Decision contract

What the executor must check

Inventory alternate paths, normalize operation and target, validate the decision response and enforce it at the closest reliable boundary.

InputPrincipal · task · action · target
DecisionGrant ancestry · policy · current state
ResultEnforce · record · verify outcome

Architecture review / negative test

Make the boundary testable.

Draw the actual call graph from model choice to target API, including retries, helper tools and direct SDK calls. The PEP needs authenticated caller context, normalized operation and target, a current decision, and a defined response when the PDP is unavailable. An in-band prompt instruction is not an enforcement point.

03 / Failure and evidence

What goes wrong, and what can be proven?

Failure mode

An advisory model instruction or unreachable wrapper cannot prevent an API call made through a bypass.

Evidence to retain

Link PEP request, decision receipt and executor response; alert on direct unmediated calls.

04 / Canonical scope

Why this reference stands alone

The runtime hub explains the whole decision cycle; this guide owns placement and bypass tests.

Implementation review

Coverage is a graph of paths to the effect.

A policy enforcement point can block only traffic that reaches it. Draw every route from model, orchestration runtime and MCP server to the protected API. For each route, identify who authenticates the caller, who normalizes arguments, where the decision is obtained and which component prevents the effect. A wrapper around one tool is insufficient if the same agent can call a direct SDK, queue or alternate plugin.

Execution-path coverage review
agent → tool wrapper → payment API: checked
agent → MCP server → payment API: checked at server/executor
agent → direct SDK → payment API: blocked by API policy
queue worker → payment API: rechecks bound decision
unchecked route count: 0

Run the denial test

Bypass the tool wrapper with a direct API call and then submit the action through a delayed queue. Both paths must enforce an equivalent decision over the final action and parameters. Unreachable policy service must not silently turn a denial into an allow.

Evidence to examine

Retain path inventory, PEP request and result, executor identity, bypass test, queue correlation and observed outcome. Instrument direct-call alerts to detect paths missing from the diagram.

Primary source: OWASP Agent Control Standard

Related: MCP gateway security.

Architecture field test

PEP coverage is a path inventory

Can the agent reach the effect without the check?

Decision path for this question
  1. 01Enumerate every execution path
  2. 02Place interlock on each path
  3. 03Bind decision to final payload
  4. 04Reconcile protected-system writes

Work the boundary

A Kubernetes maintenance agent can request deletion through an approved tool and through a direct cluster client. A policy wrapper on only the first path is bypassable. Cluster-side authorization or credential separation must protect the final delete.

Decision contract and failure case
Required factsTool wrapper, direct API, queue and alternate plugin routes; workload credentials; decision IDs; protected API audit events.
Allow only whenEvery consequential path reaches an equivalent policy decision before mutation.
Deny whenA wrapper denies an action while a shell tool or private SDK uses the same broad credential to perform it.

Break the assumption

Block the wrapper then attempt the same operation through every alternate route. Compare cluster mutations with decision IDs. Any unmatched write is a coverage failure, even if the model normally chooses the safe tool.

Design tradeoff

An executor-side interlock has strongest effect visibility but may require changes to protected APIs. Gateway controls are valuable where they cover traffic, but cannot infer state or govern bypass routes they do not see.

For pep coverage is a path inventory, consult OWASP AI Agent Security Cheat Sheet. This worked decision and negative test are ProofGrid analysis.

Continue with Implement an agent PEP.

Primary references

Read the underlying material

Architecture discussion

Choose one consequential action and make its boundary explicit.

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