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Clean up log levels and log messages

Prompt that sorts log messages by purpose, fixes wrong levels and rewrites vague messages into searchable lines. Paste it into an AI tool of your choice, which then cleans up the logs.

Topic
Apps & prototypes
Type
Prompt
Level
Intermediate
Time
about 15 min

Results depend on the tool, the model and what you enter.

Result preview

Example: written by our editors, not real AI output.

| Message | Old | New | | Login rejected (wrong password) | ERROR | INFO | | Payment provider unreachable | INFO | ERROR | | Cache hit | INFO | DEBUG | Rewritten: "order.cancel failed order_id=8f3 reason=already_shipped" Sensitive: 2 lines with full email address → shorten Noisiest: health check line, 41 % of all lines → remove

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What kind of service?
What bothers you?
Who reads the logs?

Your prompt

This is an instruction for an AI, not the result itself.

Where this prompt works

These AI tools are a good fit for this prompt:

How to use it

  1. Fill in the fields or tap a suggestion. Leave out names, addresses and other personal data.
  2. Copy the finished prompt into an AI tool of your choice.
  3. Paste 20 to 50 typical log lines and the places in the code that write them, with shortened identifiers and no real customer data.

Why does this work?

When everything is an error, nothing is. Clear levels and messages with fixed fields cut the search during an incident from hours to minutes.

Tips

  • Logs often fall under data protection rules; keep only what you need and set a deletion period.

Also a good fit

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