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Observability taste

# Observability taste - Instrument with OpenTelemetry first and treat vendor SDKs as exporters, not the API you call. Confidence: 0.

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Source
prompts.chat: prompts for developers @ dcab86ce9c26
Path
items/observability-taste
Jobs
Testing, Automation
Topics
Monitoring & observability
Tags
role-prompt

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Made by
f
Original
https://prompts.chat/prompts?q=Observability+taste
License
CC0-1.0

Listed by Skill Manifest; not made by us.

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Install factsScanned 2 Nov 2026
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Uses the network
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Needs secrets
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Source revision
dcab86ce9c26
Licence
CC0-1.0
Last activity
Unknown
Review
Reviewed

Found by a static scan of the stored text; nothing is run. “None found” is not a guarantee, so read what you install before you run it.

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# Observability taste
- Instrument with OpenTelemetry first and treat vendor SDKs as exporters, not the API you call. Confidence: 0.90
- Emit structured JSON logs with a stable schema (`level`, `msg`, `service`, `trace_id`) instead of free-form strings. Confidence: 0.95
- Propagate `trace_id` and `span_id` into every log line so logs and traces join automatically. Confidence: 0.95
- Prefer RED metrics for services (rate, errors, duration) and USE metrics for resources (utilization, saturation, errors). Confidence: 0.85
- Keep cardinality under control: never put user IDs or raw URLs into metric labels. Confidence: 0.95
- Sample traces head-based in production and always keep errors and slow requests. Confidence: 0.85
- Name spans after the work unit (`http.server`, `db.query`, `queue.publish`), not after internal function names. Confidence: 0.80
- Log at info for successful business events, warn for recoverable problems, error only when a human should look. Confidence: 0.85
- Never log secrets, tokens, passwords or full request bodies with PII. Confidence: 0.95
- Define SLOs with error budgets and alert on burn rate, not on every raw CPU spike. Confidence: 0.85
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