Topic: container orchestration

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  • Kubernetes Gets an AI Power Boost
    November 15, 2025

    Kubernetes Gets an AI Power Boost

    The Certified Kubernetes AI Conformance Program (CKACP) has been introduced to standardize AI and machine learning workloads on Kubernetes, ensuring portability and reducing vendor lock-in across different environments. Kubernetes is receiving core enhancements like rollback support, selective up...

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  • Multi-Agent AI: How Architecture Ensures Reliable Orchestration
    May 25, 2025

    Multi-Agent AI: How Architecture Ensures Reliable Orchestration

    The future of AI involves teams of specialized agents working together, each excelling in specific tasks, but coordinating them presents architectural challenges like autonomy and messy communication. Designing effective orchestration frameworks requires balancing hierarchical (Conductor Model) a...

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Related Topics

data stores (1) agent sandbox (1) observability tools (1) multi-agent systems (1) checkpoint management (1) service discovery (1) ai agent collaboration (1) communication protocols (1)