Your audit log has 1,509 "allowed" rows. That is not evidence.
A public post in r/mcp made the gap concrete: an operator counted 1,509 audit rows since August, and every single row said allowed. Zero refusals. That is not a success metric. It is a missing control. What an
A public post in r/mcp made the gap concrete: an operator counted 1,509 audit rows since August, and every single row said allowed. Zero refusals.
That is not a success metric. It is a missing control.
What an audit log usually answers
Most logs answer what ran. Security teams and buyers ask a different question:
What did the agent try to do, and what was it told no?
If the answer is always "nothing was refused", one of two things is true: the policy is perfect, or there is no policy in the path. The first is rare. The second is common.
A refusal is a data model, not a log line
A useful denial record needs more than status: denied:
- actor — browser session or agent key;
- task — the envelope, budget, payee allowlist, expiry;
- policy — which rule fired and why;
- artifact hash — the exact input the decision was made on;
-
decision and reason —
deny,require_approval, orallow; - signature — so a third party can verify the record offline;
- timestamp — append-only, not editable after the fact.
That is what Deny Evidence produces. The price is deliberately boring: $29/month. No custody. No token. No dashboard that asks you to trust a green checkmark.
What it does not prove
A signed refusal record proves what the gateway saw and decided. It does not prove the model's intent, and it does not replace a SIEM. If a tool bypasses the gateway, the record is incomplete. The honest claim is narrow: this is the evidence the enforcement point produced.
Why now
Agent payments are moving from demos to procurement. A buyer will ask for traces, approvals, and refusals. A log that only contains "allowed" is a liability disguised as observability.
If you run an MCP server, start by asking what a denied call looks like in your current logs. If the answer is "we don't have one", that is the first finding.
The portfolio
- Deny Evidence — signed refusal log, $29/month: https://attest.rta.lat/deny-evidence
- MCP Security Pass — $500 review before you expose a server: https://rta.lat/audit/
- EU AI Act Evidence Pack — $1,500 / 5 days; $3,000 / 72 hours: https://attest.rta.lat/eu-ai-act-evidence
Originally published by Dev.to Security. Aggregated on AIWithGhost for educational purposes — full credit and traffic to the original publisher.