Prompt and configuration operations · Lesson 9 of 14 · 7 min

Read a redacted environment

A redacted environment can expose configuration names and safe flags while withholding secrets. Preserve this separation when making notes or screenshots.

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learner@clairos:~ $

↑ history · Tab complete · Ctrl+C cancel · Esc, Tab to leaveExit 0

Your objectives

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1
Read the case evidence
Read /opt/ai-lab/cases/aiops-prompts-config-009.json. Separate the recorded facts from your assumptions.
Hint & worked example
A redacted environment can expose configuration names and safe flags while withholding secrets. Preserve this separation when making notes or screenshots.
The complete case JSON is read successfully.
```
cat /opt/ai-lab/cases/aiops-prompts-config-009.json
```
Common mistake to avoid: Turn on raw-prompt logging by default to make every issue easier to debug.
2
Isolate the deciding signal
Select the LOG_RAW_PROMPTS field from the case JSON. What does it establish—and what does it not establish?
Hint & worked example
Retain raw-prompt logging as false and keep credentials redacted.
A successful JSON query isolates LOG_RAW_PROMPTS.
```
jq .LOG_RAW_PROMPTS /opt/ai-lab/cases/aiops-prompts-config-009.json
```
Common mistake to avoid: Using a different case or an unrelated signal as the justification.
3
Record your operational decision
Choose the justified code: retain-redaction, change-without-evidence, or ignore-the-signal. Save that one code followed by a newline in /home/learner/lab/aiops-prompts-config-009-decision.txt.
Hint & worked example
Retain raw-prompt logging as false and keep credentials redacted.
The decision artifact contains the correct code, not just a matching command in history.
```
printf '%s\n' 'retain-redaction' > /home/learner/lab/aiops-prompts-config-009-decision.txt
```
Common mistake to avoid: Turn on raw-prompt logging by default to make every issue easier to debug.

Understand the pattern

A redacted environment can expose configuration names and safe flags while withholding secrets. Preserve this separation when making notes or screenshots.

Interpret the evidence

Retain raw-prompt logging as false and keep credentials redacted.

A tempting mistake

Turn on raw-prompt logging by default to make every issue easier to debug.

All names, measurements, prices, versions, and thresholds in this exercise are fictional training data. The evidence supports this bounded scenario, not a claim about a live provider.

Worked example and expected result

$ cat /opt/ai-lab/cases/aiops-prompts-config-009.json

{
  "fixture": "Fictional training data; not a live measurement.",
  "PROMPT_REVISION": "p7",
  "API_TOKEN": "[REDACTED]",
  "LOG_RAW_PROMPTS": "false"
}

Exit status: 0. The command completed successfully in the training fixture.

$ jq .LOG_RAW_PROMPTS /opt/ai-lab/cases/aiops-prompts-config-009.json

"false"

Exit status: 0. The command completed successfully in the training fixture.

$ printf '%s\n' 'retain-redaction' > /home/learner/lab/aiops-prompts-config-009-decision.txt

(no output; exit 0)

Exit status: 0. The command completed successfully in the training fixture.

Try a variation

Name the assumption that would have to change for “retain-redaction” to stop being the justified action. Do not silently replace missing evidence with a guess.

Explain it

What does the evidence in “Read a redacted environment” justify?Retain raw-prompt logging as false and keep credentials redacted.Turn on raw-prompt logging by default to make every issue easier to debug.Make the change now and gather the missing evidence afterward.

Apply it elsewhere

A colleague concludes: “Turn on raw-prompt logging by default to make every issue easier to debug.” What should you do?Accept it because the training command completed.Treat this fixture as a live measurement.Reject that conclusion; return to the case evidence and its stated limits.

Keep the momentum.

Complete the lab, then explain and apply the pattern.

Next: Detect configuration drift Try an incident drill

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Keep learning

Case methodology: evidence, limits, decision