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AI Contextual Layer: New Value in the IT Stack | Analysis

https://sudonull.com/ai-contextual-layer-new-value-in-the-it-stack-analysis

How the contextual layer redefines business models in IT. Analysis of the value shift from SaaS to AI-oriented systems. Practical recommendations for adaptation.

Qwen: 942 mln downloads of the open-source leader

https://sudonull.com/qwen-942-mln-downloads-of-the-open-source-leader

Qwen from Alibaba surpassed Llama in downloads and fine-tunes. ATOM Report analysis: 942 mln downloads, 69% new adaptations. Trends for developers — read details and choose stack.

Anthropic launches AI agents for finance in Microsoft 365

https://sudonull.com/anthropic-launches-ai-agents-for-finance-in-microsoft-365

10 Claude AI agents in Office 365 transform the financial sector: replacing analysts, FactSet stock drop, and a new reality. Find out who benefits from the integration.

SDLC is Dead: AI Agents and the New Development Loop

https://sudonull.com/sdlc-is-dead-ai-agents-and-the-new-development-loop

How AI Agents Destroyed the Classic SDLC and Created a New Paradigm: Intent → Build → Observe. Context Engineering and Closed-Loop Observability — Key Skills.

From other projects

CPI rise to 3.8% casts doubt on Fed rate cut

https://ymaho.com/cpi-rise-to-3-8-casts-doubt-on-fed-rate-cut

US inflation accelerated to 3.8%. Find out why the new Fed chair may raise rates and how to protect capital in an era of expensive money.

South Korea's stock market overtook the UK in 2026

https://ymaho.com/south-korea-s-stock-market-overtook-the-uk-in-2026

South Korea's market capitalization reached $4.04 trillion, surpassing the UK. Learn how KOSPI rose 31% in April due to the AI boom and why Seoul has become a new global capital hub.

Premarket of US tech giants: what the May 11 drop means

https://ymaho.com/premarket-of-us-tech-giants-what-the-may-11-drop-means

Analysis of FAANG stock decline and Sony growth on the May 11 premarket: geopolitics, Fed chair change, and new AI vector. Understand market signals and act.

OKVED-3 from 2029: a new tax trap for businesses

https://ymaho.com/okved-3-from-2029-a-new-tax-trap-for-businesses

The Russian Government is developing OKVED-3 by 2029. Marketplaces, IT, and bloggers will lose benefits. How to prepare for the reform? Read.

Dow Jones updated historical record: analysis and forecast

https://ymaho.com/dow-jones-updated-historical-record-analysis-and-forecast

The Dow Jones Industrial Average reached a new high amid US-Iran negotiations. Find out who benefited from the rally, what the forecast for summer 2026 is, and how to trade oil. Read details.

Intel and Qualcomm stocks: growth on chips and contracts

https://ymaho.com/intel-and-qualcomm-stocks-growth-on-chips-and-contracts

Analysis of the reasons for the rally of Intel and Qualcomm stocks in May 2026: Apple agreement, AI contracts and a new CPU supercycle. Find out who wins and how to profit from it.

From the web

Kubernetes: 48% of Users Struggle With Tool Choice

https://thenewstack.io/kubernetes-48-of-users-struggle-with-tool-choice/

Jun 6, 2024 · Nearly half of Kubernetes users surveyed in a new report from Spectro Cloud said they are having problems choosing and validating which infrastructure components to use within their production environments.

The 2023 State of Kubernetes in Production - The New Stack

https://thenewstack.io/the-2023-state-of-kubernetes-in-production/

Nov 7, 2023 · Enterprises running Kubernetes in production are still struggling to find the balance of flexibility and complexity. Read Spectro Cloud's 2023 report.

The New Stack: “The 2023 State of Kubernetes in Production”

https://www.cncf.io/news/2023/11/07/the-new-stack-the-2023-state-of-kubernetes-in-production/

Nov 7, 2023 · Eight years in, the complexity of using Kubernetes , especially in production, is still a massive undertaking. Something is too complex in the state of Kubernetes in production. This isn’t new, but in 2023, the year that’s seen the mainstreaming of platform engineering…

Kubernetes in Late 2025: Adoption Stats, Challenges, and Why ...

https://dev.to/meena_nukala/kubernetes-in-late-2025-adoption-stats-challenges-and-why-its-still-the-king-of-cloud-native-p7j

Dec 21, 2025 · Drawing from the latest reports (CNCF surveys, DORA 2025, VMware/K8s expert surveys, and more), here's a numbers-heavy look at Kubernetes in 2025. These stats highlight why over 90% of enterprises now run K8s in production, and what senior engineers like us need to focus on next.

The New Stack statistics on Kubernetes implementation ...

https://sudonull.com/post/65971-The-New-Stack-Statistics-on-Kubernetes-Implementation-Difficulties-Flant-Blog

In May 2017, the online edition of The New Stack conducted a survey of 470 representatives of organizations that described themselves as container users. The data collected was published in a special e-book on Kubernetes , and the key findings are published as separate news on the resource.

Kubernetes Production 2026: 8% CPU Utilization Crisis

https://neuralwired.com/2026/06/30/kubernetes-enterprise-production-2026-problems/

Jun 30, 2026 · 82% of enterprises run Kubernetes in production. 88% report rising costs. CPU utilization sits at 8%. This is the honest operational reality of Kubernetes in 2026 — and what leading teams do differently.

Survey Shows Companies Moving away from DIY Kubernetes

https://thenewstack.io/survey-shows-companies-moving-away-from-diy-kubernetes/

Apr 12, 2023 · In this year’s survey, developers are still running Kubernetes , but that’s dropped from 48% in 2021 to 37% in 2023. There’s plenty more in the survey. We also have questions about challenges deploying and managing Kubernetes , as well as our usual look at motivations for going multicloud.

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