---
title: Treat coding-agent traces and telemetry as sensitive data: they can hold whatever the agent saw, including tokens and command output | ctxsec
url: https://ctxsec.com/items/tip-treat-agent-traces-as-secrets
description: ""
status: "guidance"
published: 2026-10-27
---

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[← Tips & Guides](/tips) · [markdown](/items/tip-treat-agent-traces-as-secrets.md)

guidance

2026-10-27

### Treat coding-agent traces and telemetry as sensitive data: they can hold whatever the agent saw, including tokens and command output

The [Warp incident](/items/warp-vendor-exploit-agent-trace-telemetry-1-percent-users) is a reminder that an agent's logs are only as safe as the vendor storing them.

1. Give agents short-lived, narrowly scoped credentials, and load secrets from a secret manager or environment rather than pasting them into prompts or chat.
2. Check what your agent tools upload: trace sharing, telemetry and cloud history settings, and whether your plan offers zero data retention.
3. Keep a list of which keys each agent session could see, so you can rotate the right ones quickly if the vendor reports a breach.

Sources: [Zach Lloyd (Warp CEO) on X: statement on vendor exploitation (Oct 26), reposted by @warpdotdev](https://x.com/zachlloydtweets/status/2114800787716972873)