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The latest News and Information on DevOps, CI/CD, Automation and related technologies.

jfrog

Native Xet Protocol Support in JFrog Artifactory: How Enterprise Model Management Actually Works

Jun 24, 2026 By Zohar Sacks In JFrog
Machine learning models are not like other software artifacts. A single fine-tuned LLM can weigh 70 GB. A model family may share 95% of its weights across dozens of variants. When hundreds of developers, training jobs, and GPU clusters all need the same model at the same time, the infrastructure underneath needs to be built for it.
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Kubex

New in Kubex: KAI Scheduler Integration for Shared GPU Inference

Jun 24, 2026 By Kubex In Densify
Today, we’re launching Kubex support for the KAI Scheduler and automated GPU sharing for inference workloads. As AI inference moves into production, platform teams are being asked to serve more models, support more teams, and control GPU costs at the same time. But many inference workloads do not need an entire GPU all the time. When teams reserve full GPUs or oversized GPU fractions to stay safe, expensive capacity can sit idle across the cluster.
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qovery

Base44 vs Lovable: Which AI App Builder Should You Use in 2026?

Jun 23, 2026 By Mélanie Dallé In Qovery
Base44 vs Lovable compared: features, backend, pricing, popularity, and which AI app builder fits your use case - plus how to take either prototype to production on infrastructure you control. Melanie leads content at Qovery. She covers platform engineering trends, Kubernetes operations, FinOps, and the tools that help engineering teams ship faster.
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cortex

What is an AI software factory?

Jun 23, 2026 By Ganesh Datta In Cortex
Ask a software engineer what they do and the answer, for years, has been some version of "I write code." That assumption is unwinding fast. AI agents can now write code, review pull requests, run tests, and ship to production, and they're taking on a fast-growing share of that work. As agents absorb more of the execution, the human role shifts.
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Inside the Buyer's Decision: Governance, Trust, and Production-Ready Agentic AI

Jun 23, 2026 By Resolve In Resolve
Why do so many AI pilots succeed in testing but fail to reach production? In this webinar, Resolve and IT leaders from RisePoint explore one of the biggest challenges facing enterprise AI adoption today: trust. While organizations are investing heavily in AI agents and automation, many initiatives stall before deployment due to governance concerns, compliance requirements, risk management, and lack of operational visibility.
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Stop Token Maxing The Future of Al Budget Management

Jun 23, 2026 By Harness In Harness
The era of token maxing is over. When Claude Fable 5 launched last week at $10/$50 per million tokens - double the price of Opus 4.8 - it was a clear reminder that the most powerful model isn't always the right model. Not every task needs the Ferrari. The fastest way to burn your Al budget is sending every request to the most expensive model by default. The real question for the next phase of Al cost management isn't "can this model do the job?" — it's "is it the right model for the job?".
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