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n1n. ai
explore. n1n. ai > blog > build-deploy-ai-agents-aws-agentcore-2026-07-02

How to Build and Deploy AI Agents on AWS with Agent Core and Strands

6+ hour, 22+ min ago  (365+ words) To build a truly autonomous agent, we need to move beyond single-prompt interactions. A production agent requires four core pillars: Before writing code, you need a stable API endpoint. Standard direct-to-provider APIs often suffer from rate limits or regional outages....

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Maxim Articles
getmaxim. ai > articles > top-5-gateway-platforms-for-multi-provider-ai

Top 5 Gateway Platforms for Multi-Provider AI

22+ min ago  (640+ words) A multi-provider AI gateway is a single entry point that routes, authenticates, governs, and observes traffic to multiple LLM providers through one API. The strongest platforms cover three pillars at once, and weakness in any one pillar pushes operational risk…...

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DEV Community
dev. to > akarsh_hegde_83a825eda213 > more-context-made-my-classifier-worse-building-a-machine-maintained-failure-taxonomy-2do7

More Context Made My Classifier Worse: Building a Machine-Maintained Failure Taxonomy

37+ min ago  (782+ words) You ran an eval. The dashboard says 80% accuracy. Now what? The bottleneck is not running the eval. It is closing the feedback loop. Without a structured path from failure " diagnosis " prompt improvement, evals become scoreboards rather than engineering tools. Recently…...

DEV Community
dev. to > springheadio > the-failure-that-looks-like-success-how-an-unattended-agent-loop-dies-10ba

The failure that looks like success: how an unattended agent loop dies

18+ min ago  (600+ words) The way I pictured an unattended agent loop dying was loud. A crash. A stack trace. A process that exits and a monitor that goes red. Something that announces itself. That's not what got us. What got us was a…...

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Google News
thenewstack. io > why-cicd-fails-llms

Why traditional CI/CD fails for LLMs (and the release gates we built to fix it)

52+ min ago  (1458+ words) This article explains why traditional CI/CD gates are not enough for production AI systems. I share a practical release-gating approach for LLM pipelines using baseline evals, drift detection, shadow validation, and cost/latency guardrails. The focus is prevention: catching…...

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@Broadcom
broadcom. com > company > industry-analyst-report > idc-vmware-cloud-foundation-9-1-and-the-era-of-ai-ready-private-cloud

IDC, VMware Cloud Foundation 9. 1 and the Era of the AI-Ready Private Cloud

13+ hour, 46+ min ago  (15+ words) Broadcom...

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Kyndryl
kyndryl. com > in > en > about-us > news > 2026 > 07 > rimac-cloud-modernization-oracle

RIMAC advances cloud modernization with Kyndryl

55+ min ago  (112+ words) The space where delivery happens, globally and locally Give on-prem specialized workloads new life on Azure Kyndryl helped Carrefour migrate from their end-of-life data center to cloud, unifying customer experience across hundreds of stores. Bold ideas from eminent voices in…...

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Weddings
weddings. lavenderhotels. co. uk > architecture-interconnected-intelligence-structural-deconstruction-i-2sea

The Architecture of Interconnected Intelligence: A Structura " Weddings

2+ hour, 10+ min ago  (322+ words) The primary structural bottleneck in these architectures is the synchronization stall, where compute nodes sit idle waiting for weight parameters to update across the network. The I-2 SEA system minimizes this delay by creating a purpose-built subsea link engineered specifically to…...

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Forbes
forbes. com > councils > forbestechcouncil > 07/02/2026 > how-to-make-cybersecurity-training-actually-stick

How To Make Cybersecurity Training Actually Stick

48+ min ago  (536+ words) As cybercriminals use increasingly sophisticated tactics and AI makes phishing attempts, impersonation scams and other attacks harder to spot, organizations can't rely on annual compliance training alone. Employees need to be able to recognize threats, make smart decisions and respond…...

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ZDNET
zdnet. com > article > microsoft-azure-linux-4-0-could-replace-windows-server-in-enterprise

Microsoft's new Azure Linux 4. 0 is here, and it could replace Windows Server in the enterprise

15+ hour, 13+ min ago  (532+ words) When my friend and Directions on Microsoft's Editor-in-Chief Mary Jo Foley wrote in late May that Azure Linux 4. 0 would be available for bare-metal servers and virtual machines (VMs), I thought, "I'm not going to hold my breath waiting for this....

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