[GitOps ๊ธฐ๋ฐ˜ E2E ML Platform - GitOps ๊ตฌ์กฐ]

์ด ๊ธ€์—์„œ ๋‹ค๋ฃจ๋Š” ๊ฒƒ ArgoCD AppProject์™€ ApplicationSet์„ ์‚ฌ์šฉํ•ด dev/prod ํ™˜๊ฒฝ๊ณผ Core/Baseline/Optional ๋ ˆ์ด์–ด ๊ฒฝ๊ณ„๋ฅผ ๊ตฌ์กฐ์ ์œผ๋กœ ๊ฐ•์ œํ•˜๋Š” ๋ฐฉ๋ฒ• ์„ ์ˆ˜์ง€์‹ GitOps ๊ธฐ๋ฐ˜ E2E ML Platform - ์šด์˜ ๊ฒฝ๊ณ„ ArgoCD AppProject / ApplicationSet dev/prod์™€ ๋ ˆ์ด์–ด ๊ฒฝ๊ณ„๋ฅผ ๊ฐ•์ œํ•˜๊ธฐ ๋“ค์–ด๊ฐ€๋ฉฐ GitOps๋ฅผ ์‚ฌ์šฉํ•˜๋Š” ์ด์œ ๋Š” ๋ณดํ†ต ๋‹ค์Œ๊ณผ ๊ฐ™์ด ์„ค๋ช…๋ฉ๋‹ˆ๋‹ค. Git์ด Single Source of Truth๋‹ค ๋ฐฐํฌ๊ฐ€ ์ž๋™ํ™”๋œ๋‹ค ๋ณ€๊ฒฝ ์ด๋ ฅ์„ ์ถ”์ ํ•  ์ˆ˜ ์žˆ๋‹ค ์ด ์„ค๋ช…์€ ๋งž์ง€๋งŒ, ์šด์˜ ๊ด€์ ์—์„œ GitOps์˜ ๊ฐ€์žฅ ์ค‘์š”ํ•œ ์—ญํ• ์€ ๋”ฐ๋กœ ์žˆ์Šต๋‹ˆ๋‹ค. ๋ฐ”๋กœ ๋ฐฐํฌ ๊ฒฝ๊ณ„๋ฅผ ๊ตฌ์กฐ๋กœ ๊ฐ•์ œํ•˜๋Š” ๊ฒƒ ...

March 6, 2026 ยท 4 min

[Triton ์šด์˜ํ˜• ์„œ๋น™ ํ”Œ๋žซํผ (GitOps ยท ๊ฒ€์ฆ ยท Alerting) - ๊ฒ€์ฆ]

๐Ÿงญ ๋ชฉ์ฐจ ๊ตฌ๋ถ„ ์ฆ๋ช… ํ•ต์‹ฌ A. GitOps ๋ถ„๋ฆฌ Triton dev/prod ๋…๋ฆฝ ๋ฐฐํฌ ๋ฐ ์ƒํƒœ ๊ณ ์ • B. ๋ชจ๋ธ ์ œ์–ด NFS model-repo ๋ถ„๋ฆฌ + explicit load ํ†ต์ œ C. ์„œ๋น™ ๊ฒ€์ฆ load โ†’ ready โ†’ infer E2E ์„ฑ๊ณต D. ๊ด€์ธก ๊ฐ€๋Šฅ์„ฑ /metrics โ†’ Prometheus โ†’ Grafana ์—ฐ๊ณ„ E. ๋ฐฐํฌ ํ†ต์ œ MLflowโ†’Airflow ๊ฒ€์ฆ ์ฒด์ธ + commit/rollback F. ์•Œ๋Ÿฟ ๋ถ„๋ฆฌ Alertmanager null default ๊ธฐ๋ฐ˜ dev/prod ๋ถ„๋ฆฌ G. ์•Œ๋Ÿฟ ์‹ค์ฆ Triton latency ์•Œ๋Ÿฟ E2E ๋™์ž‘ A. Triton GitOps & Dev/Prod ๋ถ„๋ฆฌ 1๏ธโƒฃ ArgoCD Applications (GitOps ๊ธฐ์ค€) โœ” dev/prod ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜ ์ƒํƒœ ์ฆ๋ช… ...

January 7, 2026 ยท 4 min

[Triton ์šด์˜ํ˜• ์„œ๋น™ ํ”Œ๋žซํผ (GitOps ยท ๊ฒ€์ฆ ยท Alerting) - ์—ํ•„๋กœ๊ทธ]

์—ํ•„๋กœ๊ทธ โ€” โ€œGitOps ๊ธฐ๋ฐ˜ Triton ์„œ๋น™์ด โ€˜๋ฐฐํฌโ†’๊ฒ€์ฆโ†’๊ด€์ธกโ†’์•Œ๋ฆผโ€™ ๋ฃจํ”„๋กœ ๊ณ ์ •โ€ ๐Ÿ“Œ ์ „์ฒด ๊ฒฝ๋กœ ์š”์•ฝ ์ˆœ์„œ ์ฃผ์ œ 1 ๐Ÿ”— Triton (CPU-only) GitOps ํ†ตํ•ฉ: ONNX 1๊ฐœ ์„œ๋น™ + Prometheus/Grafana ๊ด€์ธก 2 ๐Ÿ”— MLflow โ†’ Triton ์ž๋™ ๋ฐฐํฌ ํŒŒ์ดํ”„๋ผ์ธ ๊ตฌ์ถ• (Airflow ยท ๊ฒ€์ฆ ์ฒด์ธยท ์ตœ์†Œ ๋กค๋ฐฑ) 3 ๐Ÿ”— Alerting ์šด์˜ ํ‘œ์ค€ ๋งค๋‰ด์–ผ (Dev/Prod ๋ถ„๋ฆฌ + Triton Serving Alerts) 4 ๐Ÿ”— Triton ์šด์˜ํ˜• ์„œ๋น™ ํ”Œ๋žซํผ (GitOps ยท ๊ฒ€์ฆ ยท Alerting) - ๊ฒ€์ฆ ๐ŸŽฏ ์ „์ฒด ํšŒ๊ณ  ์š”์•ฝ ๋‹จ๊ณ„ ํ•ต์‹ฌ ๋ชฉํ‘œ ์ฃผ์š” ๊ฐœ์„ ์  1 Triton ์„œ๋น™ ๊ธฐ๋ฐ˜ GitOps ๋ถ„๋ฆฌ ยท explicit load ยท ๊ด€์ธก 2 ๋ฐฐํฌ ์ž๋™ํ™” MLflow ๋‹จ์ผ ์†Œ์Šค ยท ๊ฒ€์ฆ ๊ธฐ๋ฐ˜ commit/rollback 3 ์•Œ๋žŒ ์šด์˜ null default ยท namespace ๋ผ์šฐํŒ… ยท latency ์•Œ๋Ÿฟ ๐Ÿ”„ ํ•ต์‹ฌ ๋ฌธ์žฅ: ...

January 5, 2026 ยท 3 min

[Triton ์šด์˜ํ˜• ์„œ๋น™ ํ”Œ๋žซํผ (GitOps ยท ๊ฒ€์ฆ ยท Alerting) - Alerting ์šด์˜ ํ‘œ์ค€ ๋งค๋‰ด์–ผ]

์ด ๊ธ€์—์„œ ๋‹ค๋ฃจ๋Š” ๊ฒƒ Triton ์„œ๋น™ ํ™˜๊ฒฝ์—์„œ dev/prod ์•Œ๋Ÿฟ์„ ์™„์ „ํžˆ ๋ถ„๋ฆฌํ•˜๊ณ , PrometheusRule/Alertmanager/Grafana๋ฅผ ํ•˜๋‚˜์˜ ํŒ๋‹จ ํ๋ฆ„์œผ๋กœ ๊ณ ์ •ํ•˜๋Š” GitOps ๊ธฐ๋ฐ˜ Alerting ์šด์˜ ํ‘œ์ค€ ์„ค๊ณ„ ์„ ์ˆ˜์ง€์‹ Triton ์„œ๋น™ ํ”Œ๋žซํผ - MLflow โ†’ Triton ์ž๋™ ๋ฐฐํฌ ํŒŒ์ดํ”„๋ผ์ธ ์ด ๋‹จ๊ณ„์—์„œ ํ•ด๊ฒฐํ•˜๋ ค๋Š” ๋ฌธ์ œ Observability๋Š” ๋Œ€์‹œ๋ณด๋“œ๊ฐ€ ์•„๋‹ˆ๋ผ, ์‚ฌ๊ณ ๋ฅผ ๋ง‰๋Š” ์šด์˜ ์ •์ฑ…์ž…๋‹ˆ๋‹ค. ์ด ๋ฌธ์„œ๋Š” dev/prod ์•Œ๋Ÿฟ์„ ์™„์ „ํžˆ ๋ถ„๋ฆฌํ•˜๊ณ , ๋ผ๋ฒจ ์‹ค์ˆ˜๋กœ ์ธํ•œ ๊ต์ฐจ ์ „์†ก๊นŒ์ง€ ๊ตฌ์กฐ์ ์œผ๋กœ ์ฐจ๋‹จํ•˜๋ฉฐ, Triton ์„œ๋น™ ํ’ˆ์งˆ์„ ๋ชจ๋ธ ์‹คํ–‰ ๊ด€์ ์—์„œ ๊ฐ์ง€ํ•˜๋„๋ก ์„ค๊ณ„๋œ GitOps ๊ธฐ๋ฐ˜ Alerting ์šด์˜์ž…๋‹ˆ๋‹ค. ...

January 2, 2026 ยท 7 min

[Triton ์šด์˜ํ˜• ์„œ๋น™ ํ”Œ๋žซํผ (GitOps ยท ๊ฒ€์ฆ ยท Alerting) - MLflow โ†’ Triton ์ž๋™ ๋ฐฐํฌ ํŒŒ์ดํ”„๋ผ์ธ ๊ตฌ์ถ•]

์ด ๊ธ€์—์„œ ๋‹ค๋ฃจ๋Š” ๊ฒƒ MLflow Registry๋ฅผ ๋‹จ์ผ ์†Œ์Šค๋กœ ์‚ผ์•„ Airflow DAG์—์„œ Triton์— ๋ชจ๋ธ์„ ์ž๋™ ๋ฐฐํฌํ•˜๊ณ , ๊ฒ€์ฆ ์ฒด์ธ(load/ready/infer) ํ†ต๊ณผ ํ›„์—๋งŒ ์šด์˜ ํ™•์ •ํ•˜๋ฉฐ, ์‹คํŒจ ์‹œ ์ž๋™ ๋กค๋ฐฑํ•˜๋Š” ํŒŒ์ดํ”„๋ผ์ธ์„ ๊ตฌ์ถ•ํ•œ ๊ณผ์ • ์„ ์ˆ˜์ง€์‹ Triton ์„œ๋น™ ํ”Œ๋žซํผ - Triton ๊ตฌ์ถ• ์ด ๋‹จ๊ณ„์—์„œ ํ•ด๊ฒฐํ•˜๋ ค๋Š” ๋ฌธ์ œ ์‹ค๋ฌด ํ™˜๊ฒฝ์—์„œ ๋ชจ๋ธ ๋ฐฐํฌ๋Š” โ€œ์ƒˆ ๋ชจ๋ธ์„ ์˜ฌ๋ฆฌ๋Š” ์ž‘์—…"์ด ์•„๋‹ˆ๋ผ โ€œํ˜„์žฌ ์šด์˜ ์ƒํƒœ๋ฅผ ์•ˆ์ „ํ•˜๊ฒŒ ๊ฐฑ์‹ ํ•˜๋Š” ์ƒํƒœ ์ „์ด(State Transition)โ€œ์— ๊ฐ€๊น๋‹ค. ์ด๋ฒˆ ๋‹จ๊ณ„์—์„œ๋Š” MLflow Registry๋ฅผ ๋‹จ์ผ ์†Œ์Šค๋กœ ์‚ผ์•„ Triton Inference Server์— ๋ชจ๋ธ์„ ์ž๋™ ๋ฐฐํฌํ•˜๊ณ , ๋กœ๋”ฉ/ํ—ฌ์Šค ์ฒดํฌ/์‹ค์ œ ์ถ”๋ก  ๊ฒ€์ฆ์„ ๋ชจ๋‘ ํ†ต๊ณผํ•œ ๊ฒฝ์šฐ์—๋งŒ ์šด์˜ ๋ชจ๋ธ์„ ํ™•์ •(commit)ํ•˜๋ฉฐ, ์ค‘๊ฐ„ ๋‹จ๊ณ„์—์„œ ํ•˜๋‚˜๋ผ๋„ ์‹คํŒจํ•˜๋ฉด ์ด์ „ ์šด์˜ ์ƒํƒœ๋กœ ์ž๋™ ๋ณต๊ตฌ๋˜๋Š” ์ตœ์†Œ ๋กค๋ฐฑ ๊ตฌ์กฐ๋ฅผ ๊ตฌํ˜„ํ–ˆ๋‹ค. ...

December 29, 2025 ยท 4 min

[Triton ์šด์˜ํ˜• ์„œ๋น™ ํ”Œ๋žซํผ (GitOps ยท ๊ฒ€์ฆ ยท Alerting) - Triton ๊ตฌ์ถ•]

์ด ๊ธ€์—์„œ ๋‹ค๋ฃจ๋Š” ๊ฒƒ Triton Inference Server๋ฅผ CPU-only GitOps ๊ตฌ์กฐ๋กœ ๋ฐฐํฌํ•˜๊ณ , ONNX ๋ชจ๋ธ 1๊ฐœ์˜ load/infer ๊ฒ€์ฆ ๋ฐ Prometheus/Grafana ๊ด€์ธก๊นŒ์ง€ ์„œ๋น™ ํ”Œ๋žซํผ ๋ผˆ๋Œ€๋ฅผ ๊ตฌ์ถ•ํ•œ ๊ณผ์ • ์„ ์ˆ˜์ง€์‹ Observability 8๋‹จ๊ณ„: Data Pipeline ๊ณ ๋„ํ™” ์ด ๋‹จ๊ณ„์—์„œ ํ•ด๊ฒฐํ•˜๋ ค๋Š” ๋ฌธ์ œ ์‹ค๋ฌด์—์„œ ์„œ๋น™ ๊ณ„์ธต์€ ๊ณง๋ฐ”๋กœ ํŠธ๋ž˜ํ”ฝ๊ณผ SLA๋ฅผ ๋งž๋Š” ์ตœ์ „์„ ์ด๋‹ค. ๋ชจ๋ธ์ด ์•„๋ฌด๋ฆฌ ์ข‹์•„๋„ ์„œ๋น™์ด ๋ถˆ์•ˆ์ •ํ•˜๋ฉด ์šด์˜ ์‹œ ๋ฐ”๋กœ ๋ฌด๋„ˆ์ง„๋‹ค. ์ด๋ฒˆ์—๋Š” Triton ์ฒซ ๊ตฌ์ถ•์œผ๋กœ GPU/ํŒŒ์ดํ”„๋ผ์ธ ์—ฐ๋™์„ ์ผ๋ถ€๋Ÿฌ ๋นผ๊ณ , Triton ์ž์ฒด๋ฅผ GitOps๋กœ ์•ˆ์ •์ ์œผ๋กœ ๋„์šฐ๊ณ , ๋ชจ๋ธ load โ†’ infer โ†’ metrics ๊ด€์ธก๊นŒ์ง€ ์„œ๋น™ ํ”Œ๋žซํผ ๋ผˆ๋Œ€ ๊ตฌ์ถ•์„ ์ง„ํ–‰ํ–ˆ๋‹ค. ...

December 26, 2025 ยท 4 min

[MLOps ํ”Œ๋žซํผ Observability & Data Pipeline - 1๋‹จ๊ณ„ : kube-prometheus-stack + GitOps ๊ตฌ์ถ•]

์ด ๊ธ€์—์„œ ๋‹ค๋ฃจ๋Š” ๊ฒƒ kube-prometheus-stack์„ dev/prod ๋„ค์ž„์ŠคํŽ˜์ด์Šค๋กœ ์™„์ „ ๋ถ„๋ฆฌํ•˜๊ณ , ArgoCD GitOps๋กœ ์žฌํ˜„ ๊ฐ€๋Šฅํ•œ Observability ๋ผˆ๋Œ€๋ฅผ ๊ตฌ์ถ•ํ•˜๋Š” ๊ณผ์ •์„ ๋‹ค๋ฃน๋‹ˆ๋‹ค. ์„ ์ˆ˜์ง€์‹ Airflow 7๋‹จ๊ณ„: DAG CI ๊ตฌ์ถ• โ€” Level 3 ๋งˆ์ง€๋ง‰ ํฌ์ŠคํŠธ ์ด ๋‹จ๊ณ„์—์„œ ํ•ด๊ฒฐํ•˜๋ ค๋Š” ๋ฌธ์ œ ๋ชจ๋‹ˆํ„ฐ๋ง์€ ํ•œ ๋ฒˆ ์„ธํŒ…ํ•ด๋‘๊ณ  ๋๋‚˜๋Š” ๊ฒŒ ์•„๋‹ˆ๋ผ, ํด๋Ÿฌ์Šคํ„ฐ๋ฅผ ๊ฐˆ์•„์—Ž์–ด๋„ ๊ฐ™์€ ๋ชจ์Šต์œผ๋กœ ๋‹ค์‹œ ์‚ด์•„๋‚˜์•ผ ํ•˜๋Š” ์ธํ”„๋ผ๋‹ค. kube-prometheus-stack์„ dev/prod๋กœ ์™„์ „ํžˆ ๋ถ„๋ฆฌํ•˜๊ณ , ๋ชจ๋“  ๊ตฌ์„ฑ์„ YAML + GitOps๋กœ ๊ณ ์ •ํ•ด์„œ Observability ์Šคํƒ์„ ์žฌํ˜„ํ•  ์ˆ˜ ์žˆ๋Š” ๋ผˆ๋Œ€๋ฅผ ๋จผ์ € ๋งŒ๋“ ๋‹ค. ๐ŸŽฏ ํ•ต์‹ฌ ์š”์•ฝ ๋ชฉํ‘œ ...

October 14, 2025 ยท 5 min

[MLOps ์šด์˜ ๊ณ ๋„ํ™” - 9๋‹จ๊ณ„: ์‹œํฌ๋ฆฟ ๊ด€๋ฆฌ & ํ‚ค ํšŒ์ „ ์ž๋™ํ™” (AWSยทSealedSecret)]

์ด ๊ธ€์—์„œ ๋‹ค๋ฃจ๋Š” ๊ฒƒ AWS IAM ํ‚ค ํšŒ์ „๊ณผ SealedSecret ์žฌ์•”ํ˜ธํ™”๋ฅผ ์Šคํฌ๋ฆฝํŠธ๋กœ ํ‘œ์ค€ํ™”ํ•˜๊ณ , GitOps ์ž๋™ ๋ฐ˜์˜๊นŒ์ง€ ์ด์–ด์ง€๋Š” ๋ฐ˜์ž๋™ SecretOps ์ฒด๊ณ„๋ฅผ ๊ตฌ์ถ•ํ•˜๋Š” ๊ณผ์ •์„ ๋‹ค๋ฃน๋‹ˆ๋‹ค. ์„ ์ˆ˜์ง€์‹ MLOps ์šด์˜ ๊ณ ๋„ํ™” 8๋‹จ๊ณ„: CI/CD ์šด์˜ ์ž๋™ํ™” โ€” GitHub Actions + Helm Lint ํŒŒ์ดํ”„๋ผ์ธ ์ด ๋‹จ๊ณ„์—์„œ ํ•ด๊ฒฐํ•˜๋ ค๋Š” ๋ฌธ์ œ MLOps์—์„œ๋Š” ๋ชจ๋ธ๋ณด๋‹ค ๋จผ์ € โ€˜๋น„๋ฐ€โ€™์ด ๋ฌด๋„ˆ์ง„๋‹ค. AWS ํ‚ค์ฒ˜๋Ÿผ ์ฃผ๊ธฐ์ ์œผ๋กœ ๊ต์ฒดํ•ด์•ผ ํ•˜๋Š” ๊ฐ’์€ ์ž๋™ํ™”๊ฐ€ ํ•„์š”ํ•˜์ง€๋งŒ, JWTยทSlack Webhook์ฒ˜๋Ÿผ ๊ต์ฒด ์‹œ ์˜ํ–ฅ์ด ํฐ ๊ฐ’์€ ์šด์˜์ž๊ฐ€ ์ง์ ‘ ๊ฒฐ์ •ํ•ด์•ผ ํ•œ๋‹ค. ์ž๋™ํ™”ํ•  ๊ฒƒ๊ณผ ์‚ฌ๋žŒ์ด ํ™•์ธํ•ด์•ผ ํ•  ๊ฒƒ์„ ๊ตฌ๋ถ„ํ•œ SecretOps ์ฒด๊ณ„๋ฅผ ํ™•๋ฆฝํ•œ๋‹ค. ...

September 25, 2025 ยท 3 min

[MLOps ์šด์˜ ๊ณ ๋„ํ™” - 8๋‹จ๊ณ„: CI/CD ์šด์˜ ์ž๋™ํ™” (GitHub ActionsยทHelm Lint)]

์ด ๊ธ€์—์„œ ๋‹ค๋ฃจ๋Š” ๊ฒƒ GitHub Actions๋กœ Helm lint + kubeconform + yamllint ์ •์  ๊ฒ€์ฆ์„ ์ž๋™ํ™”ํ•˜๊ณ , ArgoCD GitOps ๋ฐฐํฌ + FastAPI alias ๊ธฐ๋ฐ˜ ํŠธ๋ž˜ํ”ฝ ์‹คํ—˜๊นŒ์ง€ ํ•˜๋‚˜์˜ ์ปค๋ฐ‹์œผ๋กœ ์ด์–ด์ง€๋Š” CI/CD ์šด์˜ ์ž๋™ํ™” ๊ตฌ์กฐ๋ฅผ ๋‹ค๋ฃน๋‹ˆ๋‹ค. ์„ ์ˆ˜์ง€์‹ MLOps ์šด์˜ ๊ณ ๋„ํ™” 6๋‹จ๊ณ„: GitOps ๊ณ ๋„ํ™” โ€” ArgoCD ๋™๊ธฐํ™” ์ „๋žต ์ •๊ตํ™” ์ด ๋‹จ๊ณ„์—์„œ ํ•ด๊ฒฐํ•˜๋ ค๋Š” ๋ฌธ์ œ ์šด์˜ ํ™˜๊ฒฝ์—์„œ ์‚ฌ๊ณ ๋Š” ๋Œ€๋ถ€๋ถ„ ๋ฐฐํฌ ์ „์— ์ฒดํฌ๋˜์ง€ ๋ชปํ•œ ๋ฌธ์ œ, ์ˆ˜๋™ ๋ฐฐํฌ์˜ ์‹ค์ˆ˜, ๋ฐฐํฌ ํ›„ ๊ฒ€์ฆ ๋ถ€์žฌ์—์„œ ์‹œ์ž‘๋œ๋‹ค. CI ๋‹จ๊ณ„์—์„œ ๋ฌธ์ œ๋ฅผ ๋ง‰๊ณ , CD์—์„œ๋Š” GitOps๊ฐ€ ์›ํ•˜๋Š” ์ƒํƒœ๋ฅผ ์ž๋™์œผ๋กœ ๋ณด์žฅํ•˜๋ฉฐ, ๋ฐฐํฌ ์งํ›„ FastAPI alias๋กœ ๋ชจ๋ธ ํŠธ๋ž˜ํ”ฝ๊นŒ์ง€ ์ž๋™ ๊ฒ€์ฆ๋˜๋Š” ๊ตฌ์กฐ๋ฅผ ๋งŒ๋“ ๋‹ค. ...

September 15, 2025 ยท 4 min

[MLOps ์šด์˜ ๊ณ ๋„ํ™” - 7๋‹จ๊ณ„: Argo CD Notifications ์ž๋™ํ™” (Slack ์—ฐ๋™)]

์ด ๊ธ€์—์„œ ๋‹ค๋ฃจ๋Š” ๊ฒƒ Argo CD Notifications Controller๋กœ Sync/Health ์ด๋ฒคํŠธ๋ฅผ Slack์— ์‹ค์‹œ๊ฐ„ ์ „์†กํ•˜๊ณ , Webhook URL์„ SealedSecret์œผ๋กœ ์•ˆ์ „ํ•˜๊ฒŒ ๊ด€๋ฆฌํ•˜๋Š” GitOps ๋ชจ๋‹ˆํ„ฐ๋ง ์ž๋™ํ™” ๊ตฌ์กฐ๋ฅผ ๋‹ค๋ฃน๋‹ˆ๋‹ค. ์„ ์ˆ˜์ง€์‹ MLOps ์šด์˜ ๊ณ ๋„ํ™” 4๋‹จ๊ณ„: FastAPI ๋กœ๊ทธ ์•ˆ์ •ํ™” โ€” NFS PVC ๊ธฐ๋ฐ˜ ๋กœ๊ทธ ์˜์†ํ™” ์ด ๋‹จ๊ณ„์—์„œ ํ•ด๊ฒฐํ•˜๋ ค๋Š” ๋ฌธ์ œ GitOps๋Š” ์ž๋™์œผ๋กœ ์ž˜ ๋Œ์•„๊ฐ€๋”๋ผ๋„, ์ง€๊ธˆ ๋ฌด์Šจ ์ผ์ด ์ผ์–ด๋‚˜๋Š”์ง€ ๋ชจ๋ฅด๋ฉด ์šด์˜์ž๋Š” ํ•ญ์ƒ ๋ถˆ์•ˆํ•˜๋‹ค. Argo CD์˜ Sync/Health ๋ณ€ํ™”๋ฅผ ์ฆ‰์‹œ Slack์œผ๋กœ ๋ฐ›์•„๋ณด๋Š” GitOps ๋ชจ๋‹ˆํ„ฐ๋ง ๋ฃจํ”„๋ฅผ ๋งŒ๋“ค์–ด์„œ, ์ปค๋ฐ‹ ์ดํ›„ ์–ด๋–ค ์ผ์ด ์ผ์–ด๋‚˜๋Š”์ง€ ์‹ค์‹œ๊ฐ„์œผ๋กœ ๋ณด์ด๊ฒŒ ๋งŒ๋“ ๋‹ค. ...

September 5, 2025 ยท 3 min