---
title: "Discussion on \"After a breach, your logs are testimony, not evidence\" | Hashnode"
description: "Discussion on \"After a breach, your logs are testimony, not evidence\". Originally published on dev.to.\nPicture a Tuesday morning. An agent with access to your payments backend did something odd overnight: a batch of refunds nobody can explain, and a tool call to an endpo"
url: "https://hashnode.com/posts/after-a-breach-your-logs-are-testimony-not-evidence/6af5e086f562f772ecdca1bd"
---

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# [After a breach, your logs are testimony, not evidence](https://navahrodski.hashnode.dev/after-a-breach-your-logs-are-testimony-not-evidence?utm_source=hashnode&utm_medium=feed)

Originally published on dev.to. Picture a Tuesday morning. An agent with access to your payments backend did something odd overnight: a batch of refunds nobody can explain, and a tool call to an endpo

18h ago · 7 min read · navahrodski.hashnode.dev  
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## Written by

[Anatoli Navahrodski](https://hashnode.com/@navahrodski)

@navahrodski

  
[View profile](https://hashnode.com/@navahrodski)

CTO. AI agents in production, audit trails, engineering teams from zero.

CTO and founder. 16 years in software, two engineering teams built from zero, production AI systems since 2023. Maintainer of SealedRun, an open-source tamper-evident audit trail for AI agents.

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