Do you sanitize production errors before pasting them into Claude Code?
I noticed a small bad habit in my own Claude Code workflow: when something breaks in production, my first reaction is to copy the error and ask Claude Code what is going on.
It feels harmless because it is "just a stack trace." But many logs are not just stack traces. They may contain internal URLs, customer IDs, request payloads, Sentry links, feature flags, file paths, and sometimes even env-like values if the app logs too much.
I'm not saying Claude Code is useless for debugging. It is very useful — especially when it can trace execution flow across a codebase. But I'm starting to treat production errors as untrusted input before I give them to any agent, including terminal sessions, subagents, or MCP-connected tools.
My current rough process is:
- remove IDs, tokens, emails, internal domains
- replace real payloads with fake examples
- describe the app boundary in my own words
- ask Claude Code to reason from the sanitized error, not from the raw log
Maybe this is too cautious, or maybe I was too casual before.
How are you handling this?
- Do you sanitize logs manually before pasting into Claude Code?
- Do you have a template for "safe error reports"?
- Do you trust Sentry exports, browser console output, or MCP tool results as agent input?
- Where do you draw the line between useful debugging context and sensitive production context?
Would love to hear what your workflow looks like.
Posted Jun 30, 2026, 2:03 AM UTC