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Humza Tareen6d ago • 4 min read
Building an AI Evaluation Platform on GCP: Architecture of a Multi-Cluster System
How I architected an AI evaluation platform on GCP with Cloud Run microservices, GKE clusters, and m...
#gcp#cloudrun#gke#pubsub
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Olivier Bourgeois4d ago • 4 min read
Progressive cluster upgrades at scale: A technical guide to GKE rollout sequencing with custom stages
Take control of Kubernetes cluster upgrades with GKE rollout sequencing, custom canary stages, and d...
#kubernetes#ai#gke#googlecloud
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Olivier Bourgeois4d ago • 4 min read
Two-step control plane upgrades in GKE: How minor version rollbacks work under the hood
Learn how GKE decouples binary rollouts from API finalization to safely test and roll back Kubernete...
#kubernetes#ai#gke#googlecloud
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Olivier Bourgeois6d ago • 4 min read
Taking control of cluster security: A deep dive into GKE ClusterNetworkPolicy
Discover how GKE ClusterNetworkPolicy enables platform teams to establish global security guardrails...
#kubernetes#ai#gke#googlecloud
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Humza Tareen6d ago • 3 min read
Incident Response: Runbooks, CLI Agent Debugging, and Sandbox Fixes
Building incident runbooks, debugging silent agent failures, and fixing sandbox environment issues i...
#incidentresponse#gke#python#clidebugging
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Humza Tareen6d ago • 3 min read
Building an RL Training Arena for AI Code Agents on GCP
How we built a reinforcement learning environment for training AI coding agents using GKE, Cloud Bui...
#reinforcementlearning#ai#gke#cloudbuild
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Humza Tareen6d ago • 3 min read
Building an RL Training Arena: Gym-Style API and Cloud Build Sandboxing
How I built a reinforcement learning arena for AI coding agents with Gym-style API, Cloud Build sand...
#reinforcementlearning#gke#cloudbuild#redis
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