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Building a Cluster-Aware AI Agent with Kubernetes, Argo CD, and GitOps

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A practical walkthrough of running a self-hosted, read-only AI agent inside a Kubernetes cluster, with the full CI/CD chain handled by GitHub Actions and Argo CD Image Updater.

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Blogs Cncf

BlogsGitOps policy-as-code: Securing Kubernetes with Argo CD and KyvernoCncf BlogsBuilding a cloud native internal developer platform with Kubernetes, GitOps, and supply chainCncf BlogsGPU autoscaling on Kubernetes with KEDA: Building an external scalerCncf BlogsPolicy-as-Code: Flexible Kubernetes governance with KyvernoCncf BlogsHow to get engineering time back from Kubernetes upgradesCncf BlogsKubernetes Security: 2025 Stable Features and 2026 previewCncf Blogs10 best AI observability tools for monitoring and evaluating agents in 2026Mintlify LearnVideo: Building a Live Transcription Badge With Deepgram - Deepgram Blog ⚡️Deepgram BlogsNoSQLNow! 2014 Case Study: Bleacher Report on Redis LabsRedis BlogsRedis Enterprise Rising!Redis BlogsThe Proven Redis PerformanceRedis BlogsRapid `14 Q1 Growth, 23K+ Customers, 45K+ Instances, 4 Clouds (and 10 Regions)Redis BlogsRedis Labs’ Customers Award Accolades!Redis BlogsMoney! Money! Money!Redis BlogsRedis Cloud PrivateRedis BlogsHow Redis is Used in Practice | RedisRedis BlogsAn Introduction to Redis-ML. Part OneRedis BlogsA Success Story Worth Sharing: Glide.me and Redis LabsRedis BlogsRedis Hacking at the HSHacks III HackathonRedis BlogsRedis Achieves ISO 27001 Cybersecurity CertificationRedis