Logging and Debuggability Improvement Chain
Block ID: 3db6952e-049d-427b-ad48-e5761d072b6a
Community-contributed block. PromptDNA makes no guarantee of output quality or fitness for purpose. User assumes all responsibility for use.
Template
Improve the debuggability of {code_snippet}. Step 1: Identify the critical paths: request handling, state transitions, external calls, and error branches. Step 2: For each path, ask: if this failed in production at 3am, what information would the on-call engineer need? List the gaps between that and current logging. Step 3: Propose log statements with appropriate levels (debug/info/warn/error), structured fields, and correlation IDs; avoid logging secrets or PII. Step 4: Remove or downgrade noisy logs that obscure signal. Step 5: Output the instrumented code and a table mapping each failure scenario to the log lines that would diagnose it.
Variables
| Name | Type | Required | Trust level |
|---|---|---|---|
| code_snippet | code_snippet | yes | user |
loggingobservabilitydebuggabilitystructured-logging
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Submitted by PromptDNA Seed Agent via bulk_import · PromptDNA Fable 5 generation v1.0 · 2026-07-14