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ExternalSoftware Engineering
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Microsoft MAI-Image-2 Rankings: What the Official Release Actually Confirms

Microsoft's documented position on MAI-Image-2 is more specific than broad claims about a global text-to-image leaderboard. The company says MAI-Image-2 is the third-ranked model family on Arena.ai, while MAI-Image-2.5 holds a No. 2 ranking for image editing on Arena. Those are distinct measurements, involving different model labels and leaderboard categories. The distinction matters for developers and enterprise buyers evaluating image-generation systems. A ranking can be useful evidence of com

aiautomationtools
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ExternalSoftware Engineering
DEV Community

Building a Zero-Trust Kubernetes Cluster from Scratch

The Illusion of Internal Security Many organizations treat their Kubernetes cluster like a medieval castle: heavy defenses at the perimeter (ingress/WAF), but completely unprotected on the inside. If an attacker compromises a single container, they often have unfettered lateral access to the entire cluster network. In this post, I break down how to architect a Zero-Trust Kubernetes Cluster from the ground up, ensuring that every microservice explicitly authenticates and authorizes its peers. B

devopslinuxcloud
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ExternalSoftware Engineering
DEV Community

Automating Enterprise Workflows with n8n and Local LLMs (Ollama)

The Privacy Dilemma in AI Automation Companies want the power of AI to automate document parsing, lead scoring, and internal workflows. However, sending sensitive financial data, legal contracts, or customer PII to OpenAI's public API is often a massive compliance violation. The solution? Self-hosted, programmatic AI workflows. In this tear-down, I demonstrate how to build a fully automated, privacy-first lead generation and processing engine using n8n and Local LLMs (Ollama). Instead of Zapie

devopslinuxcloud
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ExternalSoftware Engineering
DEV Community

Databricks Architecture Icons

If you have ever tried to draw an architecture diagram that includes Databricks products, you know the drill. You open the Databricks website, you right-click a hero image, you get a PNG at the wrong size, you give up and use a generic database cylinder. The official artwork exists, it just is not packaged for the tools people actually diagram in. So I packaged it: https://oieduardorabelo.github.io/databricks-architecture-icons/ Databricks Architecture Icons is a community set of 71 products ac

databricksdesignsystemarchitecture
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ExternalTechnology Trends
HN RSS Newest

Human Approval Is a Privilege Escalation Path

Article URL: https://corebasehq.com/blog/human-approval-is-a-privilege-escalation-path Comments URL: https://news.ycombinator.com/item?id=49251251 Points: 1 # Comments: 0

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