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DevOps

2 posts with this tag

Canary Releasing AI Model Versions in Production Without Downtime
AI Engineering • 7. November 2025

Canary Releasing AI Model Versions in Production Without Downtime

Production-grade strategies for safely deploying new AI model versions. Learn traffic splitting, quality monitoring, automated rollbacks, A/B testing frameworks, and Kubernetes-based canary deployments for GPT-5, Claude, and self-hosted models.

Canary Deployment Model Deployment A/B Testing Production AI DevOps Zero Downtime
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Model Deployment Strategies: Cloud, On-Premise, and Hybrid Approaches
Infrastructure • 25. September 2025

Model Deployment Strategies: Cloud, On-Premise, and Hybrid Approaches

Technical guide to deploying LLMs in production: cloud deployment options, on-premise infrastructure, hybrid strategies, and decision frameworks for GPT-5, Claude, Gemini, and Llama 4.

Model Deployment Cloud Infrastructure On-Premise AI DevOps
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Recent Posts

  • Building Observability for AI Systems: Logs, Metrics, Tracing & Cost Attribution

    7. November 2025
  • Latency Optimization for LLM Applications: Batching, Caching & Edge Deployment

    7. November 2025
  • Canary Releasing AI Model Versions in Production Without Downtime

    7. November 2025
  • Cost-Performance Tradeoffs: When to Use GPT-5 vs Self-Hosted Llama 4

    7. November 2025
  • Cost Optimization Strategies for LLM-Powered Applications

    6. Oktober 2025
Video Generation Open Source Production AI Model Deployment Performance DevOps Llama 4 Text-to-Video Fine-Tuning Production Systems Real-Time AI Image Generation Text-to-Image Observability Monitoring

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