debug-production
76Debug Production Failures With Evidence
Production failures can be difficult to trace across errors, releases, logs, and affected users. This skill organizes the investigation and verification into seven steps.
Verify Release Health After Deployment
Release decisions can be difficult when error counts and traffic change together. Compare release evidence and receive a Go, Rollback, or Wait recommendation.
์ด ์์ฒญ์ ์์ด์ ํธ์ ๋ณต์ฌํ์ธ์. ๊ณต์ Skill ํ์ด์ง์ ๋งค๋ํ์คํธ๊ฐ ํฌํจ๋์ด ์์ต๋๋ค.
Review the Skillstore skill "verify-release" from https://skillstore.io/skills/logbrewco-verify-release.md and its manifest at https://skillstore.io/api/skills/logbrewco-verify-release/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.์์ด์ ํธ๋ ๊ณ์ํด์ ๊ณํ์ ํ์ํ๊ณ ๋ณด์ ์ ์ฑ ์์ ์๊ตฌํ๋ ํ์ธ์ ์์ฒญํด์ผ ํฉ๋๋ค.
AI ์์ด์ ํธ, ํฌ๋กค๋ฌ, ์คํฌ๋ฆฝํธ๊ฐ ์ ์ฒด ํ์ด์ง ๋์ ์ ๋ฆฌ๋ ์ปจํ ์คํธ๋ง ํ์ํ ๋ ์ด ๋งํฌ๋ฅผ ์ฌ์ฉํ์ธ์.
"verify-release" ์ฌ์ฉ ์ค์ ๋๋ค. Assess a release with sufficient traffic and stable error rates.
์์ ๊ฒฐ๊ณผ:
Decision: Go. Both releases have sufficient traffic, and the observed error rates are unchanged. No new issue affects a main user flow.
"verify-release" ์ฌ์ฉ ์ค์ ๋๋ค. Assess a release with too few traces for comparison.
์์ ๊ฒฐ๊ณผ:
Decision: Wait. The new release has too little traffic for a reliable comparison. Recheck trace counts and error rates after more requests.
The static matches are Markdown formatting, a documented service endpoint, or release decision criteria rather than the alleged threats. The skill also directs deployment record creation and pipeline changes without explicit confirmation, which can affect production evidence.
๋ฒ์ ์ด ์ง์ ๋ ํ๊ฐ ๋ณด๊ณ ์, ์ค๋ฆฝ ๋ฐฐ์ง, ์๋ฒ ๋ ์นด๋ ๋ฐ ์ธ์ฉ์ ๊ณต์ ํ์ธ์. Skillstore๋ ๊ทผ๊ฑฐ๋ฅผ ๋ณด๊ณ ํ์ง๋ง ์ด Skill์ ์์ ์ฌ๋ถ๋ฅผ ํ๋จํ์ง ์์ต๋๋ค.
https://skillstore.io/skills/logbrewco-verify-release/audits/1?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report[](https://skillstore.io/skills/logbrewco-verify-release?utm_source=security_passport_badge)<a href="https://skillstore.io/skills/logbrewco-verify-release?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/logbrewco-verify-release/security.svg" alt="Skillstore security assessment" loading="lazy"></a><iframe src="https://skillstore.io/embed/skills/logbrewco-verify-release.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>logbrewco. (2026). verify-release security audit report (audit version 1) [Author version unspecified]. Skillstore. https://skillstore.io/skills/logbrewco-verify-release/audits/1@techreport{logbrewco-logbrewco-verify-release-2026,
author = {logbrewco},
title = {verify-release security audit report (audit version 1)},
institution = {Skillstore},
year = {2026},
number = {1},
url = {https://skillstore.io/skills/logbrewco-verify-release/audits/1},
note = {Author version unspecified}
}cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "verify-release security audit report (audit version 1)"
version: "unspecified"
type: report
authors:
- name: "logbrewco"
date-released: "2026-10-27"
url: "https://skillstore.io/skills/logbrewco-verify-release/audits/1"
identifiers:
- type: other
value: "skillstore:logbrewco-verify-release:audit:1"
description: "Skillstore immutable audit report identifier"
Compare error rates and new issues before continuing a rollout.
Review traffic and failure evidence to decide whether to wait or roll back.
Compare supplied request and error counts when LogBrew tools are unavailable.
Check whether release [release] is safe to continue.
Compare [new release] with [previous release] for [service] in [environment]. Report the evidence and decision.
Compare these equal-length windows: [new counts] and [previous counts]. Include traffic, errors, new error types, and deploy times.
Assess [release] against [previous release] using [team traffic threshold]. Report new issues, normalized error logs, trace rates, limitations, and next checks.
์์ฑ์
logbrewco๋ผ์ด์ ์ค
MIT
Skillstore ๋ฆฌ๋น์
r1
๋ฒ์ ์๋ด
์์ฑ์๊ฐ ๋ฒ์ ์ ์ ์ธํ์ง ์์์ต๋๋ค.
๋ฆฌํฌ์งํ ๋ฆฌ
https://github.com/logbrewco/skills/tree/abac3ee500d980ca7fa4edb6c75949094d3ea792/plugins/logbrew/skills/verify-release์ฐธ์กฐ
07bd35e828bc5e79e3fd7ad19a1298e33cdbb753
์ ์ง๋ณด์ ์ต์ ์ฑ
2026. 10. 27.
์ฌ์ฉ๋
0 ๋ค์ด๋ก๋ ยท 0 ์กฐํ
ํ์ผ ๊ตฌ์กฐ
Debug Production Failures With Evidence
Production failures can be difficult to trace across errors, releases, logs, and affected users. This skill organizes the investigation and verification into seven steps.
Instrument Your App with LogBrew
Application errors and logs can be difficult to trace across deployments. This skill configures LogBrew instrumentation and checks that a test event can be read back.
Application Insights๋ก Azure ์ฑ ๊ณ์ธกํ๊ธฐ
์์ฑ์ microsoft
Azure ํธ์คํ ์ฑ์ ์ ๋ขฐํ ์ ์๋ ํ ๋ ๋ฉํธ๋ฆฌ๋ฅผ ์ถ๊ฐํ๋ ์ผ์ ํ๋ ์์ํฌ์ ๋ฐฐํฌ ๋ชจ๋ธ ์ ๋ฐ์์ ์ด๋ ค์ธ ์ ์์ต๋๋ค. ์ด ์คํฌ์ ๊ฐ๊ฒฐํ Application Insights ์ค์ ๊ฐ์ด๋, SDK ์ฐธ๊ณ ์๋ฃ, Azure ๊ตฌ์ฑ ํจํด์ ์ ๊ณตํฉ๋๋ค.
DevOps ํ์ดํ๋ผ์ธ ๋ฐ ๋ฐฐํฌ ์๋ํ
์์ฑ์ alirezarezvani
DevOps ์์ ์๋ ๋ฐ๋ณต ๊ฐ๋ฅํ ํ์ดํ๋ผ์ธ, ์ธํ๋ผ, ๋ฐฐํฌ ํจํด์ด ํ์ํ ๊ฒฝ์ฐ๊ฐ ๋ง์ต๋๋ค. ์ด ์คํฌ์ CI/CD, IaC, ๋ฐฐํฌ, ์ด์ ๊ฒํ ๋ฅผ ์ํ ์คํฌ๋ฆฝํธ์ ์ฐธ์กฐ ๊ฐ์ด๋๋ฅผ ์ ๊ณตํฉ๋๋ค.
์๋ด ๋จ๊ณ์ ๋ฐ๋ผ Kubernetes ์ํฌ๋ก๋ ๋ฐฐํฌ
์์ฑ์ sickn33
Kubernetes ๋ฆด๋ฆฌ์ค์๋ ์กฐ์จ๋ ์ฌ๋ฌ ์ํฐํฉํธ์ ์ ๊ฒ์ด ํ์ํฉ๋๋ค. ์ด ์คํฌ์ ์ปจํ ์ด๋ ์ค๋น, ๋งค๋ํ์คํธ, Helm ์ฐจํธ, ์๋น์ค ๋ฉ์, ๋ณด์, ๊ด์ฐฐ ๊ฐ๋ฅ์ฑ, ๋ฐฐํฌ ๊ฒ์ฆ์ ์๋ดํฉ๋๋ค.
Python ๊ด์ธก ๊ฐ๋ฅ์ฑ ํจํด ์ถ๊ฐ
์์ฑ์ 0xDarkMatter
Python ์๋น์ค์๋ ์ผ๊ด๋ ๋ก๊น , ๋ฉํธ๋ฆญ, ํธ๋ ์ด์ฑ ํจํด์ด ๋ถ์กฑํ ๊ฒฝ์ฐ๊ฐ ๋ง์ต๋๋ค. ์ด ์คํฌ์ ํ๋ก๋์ ์ ํ๋ฆฌ์ผ์ด์ ์ ์ํ ์ค์ฉ์ ์ธ structlog, Prometheus, OpenTelemetry ์์ ๋ฅผ ์ ๊ณตํฉ๋๋ค.
DevOps ๋๋ฆฌ๋ฒ๋ฆฌ ์กฐ์จ
์์ฑ์ Brownbull
DevOps ์์ ์ ํ์ดํ๋ผ์ธ, ์ธํ๋ผ, ๋ชจ๋ํฐ๋ง, ๋ฐฐํฌ ๊ฒฐ์ ์ ๊ฑธ์ณ ์ด๋ฃจ์ด์ง๋ ๊ฒฝ์ฐ๊ฐ ๋ง์ต๋๋ค. ์ด ์คํฌ์ ์ด๋ฌํ ์์ ์ ์ฒดํฌ๋ฆฌ์คํธ, ์ธ์์ธ๊ณ, ๋กค์์ ๊ณํ์ผ๋ก ์ฒด๊ณํํฉ๋๋ค.
Kubernetes Manifest๋ฅผ ์์ ํ๊ฒ ์์ฑํ๊ธฐ
์์ฑ์ sickn33
ํ์ด ๊ธฐ์ต์ ์์กดํด Kubernetes manifest๋ฅผ ์์ฑํ๋ฉด ์๋ชป ๊ตฌ์ฑํ๊ธฐ ์ฝ์ต๋๋ค. ์ด skill์ ์๊ตฌ์ฌํญ์ ๋ณด์, probes, resources, service ํจํด์ ํฌํจํ ๊ตฌ์กฐํ๋ YAML ๊ฐ์ด๋๋ก ์ ํํฉ๋๋ค.