#provider-models
#provider-models

Panel: Taking Architecture Out of the Echo Chamber

Architecture's importance is growing, necessitating a shift in practice to avoid past mistakes and engage with broader conversations.

5 IT Mistakes That Still Catch Small Businesses Off Guard

Cybersecurity is a critical concern for SMEs, yet many underestimate the risks and only seek help after incidents occur.

fromSecurityWeek

TeamPCP Moves From OSS to AWS Environments

TeamPCP has exploited compromised credentials to target open source software, leading to significant data exfiltration and supply chain attacks.

fromBusiness Matters

5 IT Mistakes That Still Catch Small Businesses Off Guard

Cybersecurity is a critical concern for SMEs, yet many underestimate the risks and only seek help after incidents occur.

fromSecurityWeek

TeamPCP Moves From OSS to AWS Environments

TeamPCP has exploited compromised credentials to target open source software, leading to significant data exfiltration and supply chain attacks.

SpaceX, Amazon, and Google want orbital data centers - four engineering barriers reveal who really benefits - Silicon Canals

Orbital data centers will concentrate AI infrastructure power among a few dominant companies, limiting access for smaller competitors and national regulators.

All shook up, IFS unlocks asset-based pricing for enterprise AI

IFS introduces an outcomes-based pricing model for enterprise AI, aligning software costs with operational assets instead of user counts.

Google gives enterprises new controls to manage AI inference costs and reliability

Gemini API introduces Flex and Priority tiers for managing AI inference workloads based on criticality and cost.

Cursor updates its platform with a focus on autonomous AI agents

Cursor 3 enhances software development by integrating AI agents for collaborative coding, reducing manual programming and streamlining workflows.

fromMarTech

Martech stacks are holding back sales and marketing teams | MarTech

Sales and marketing alignment remains a challenge, with only 56% of GTM professionals reporting high alignment in their organizations.

Venture

fromTNW | Tech

How NinjaOne became a $5B challenger in unified IT operations

NinjaOne, valued at $5 billion, addresses the complexity of IT management by consolidating multiple tools into a single platform.

Marketing

fromInc

Is Your Company Focusing on Generative Engine Optimization?

Generative engine optimization (GEO) requires marketers to adapt strategies for AI-driven search, focusing on relevance and collaboration across PR, content, and SEO.

Scala

Beyond RAG: Architecting Context-Aware AI Systems with Spring Boot

Context-Augmented Generation (CAG) enhances Retrieval-Augmented Generation (RAG) by managing runtime context for enterprise applications without requiring model retraining.

Java

Helidon 4.4.0 Introduces Alignment with OpenJDK Cadence and Support via Java Verified Portfolio

Helidon 4.4.0 introduces alignment with OpenJDK, new features, and support for LangChain4j, changing its versioning to match OpenJDK's release cadence.

Snowflake Supports Directory Imports

With this feature, you can bring entire folders, ML models, dbt adapters, utilities, directly into UDxFs and Stored Procedures without zipping, file-by-file bookkeeping, or manual updates.

Django

EU data protection

AI-driven identity must exist in a robust compliance framework | Computer Weekly

Governance must precede AI adoption to avoid compliance failures and ethical risks in identity verification systems.

Digital life

fromBusiness Matters

What Fast-Moving Digital Industries Teach Us About Business Agility

Fast-moving industries exemplify business agility by rapidly adapting to trends and customer needs, a practice all businesses should adopt.

Business

fromFortune

6 days ago

How Dell reinvented itself as an AI-server powerhouse - and what its CFO is building next | Fortune

Dell Technologies has shifted focus to AI infrastructure, recording significant growth in AI server orders and rethinking finance operations with AI agents.

Understanding Kubernetes Architecture is a MUST

Understanding Kubernetes architecture is essential for effective cloud-native deployment and troubleshooting.

Kubernetes Scared Me Too - Until I Actually Understood It A no-fluff intro for devs who keep

Kubernetes simplifies container orchestration, managing deployment, scaling, and traffic routing for applications across multiple servers.

fromApp Developer Magazine

Lens Launches MCP Server to Connect AI Coding Assistants with Kubernetes

Lens by Mirantis integrates a Model Context Protocol server, simplifying AI coding assistants' access to Kubernetes clusters.

Understanding Kubernetes Architecture is a MUST

Understanding Kubernetes architecture is essential for effective cloud-native deployment and troubleshooting.

Kubernetes Scared Me Too - Until I Actually Understood It A no-fluff intro for devs who keep

Kubernetes simplifies container orchestration, managing deployment, scaling, and traffic routing for applications across multiple servers.

fromApp Developer Magazine

Lens Launches MCP Server to Connect AI Coding Assistants with Kubernetes

Lens by Mirantis integrates a Model Context Protocol server, simplifying AI coding assistants' access to Kubernetes clusters.

Business intelligence

Kyndryl Launches Service for Managing and Automating AI Agents

Artificial intelligence

Box Agent now generally available for enterprise content

Software development

The AI Revolution in Development: Why Outer Loop Agents Are the Next Big Thing

AI is set to revolutionize post-code push processes, automating tasks like security fixes, error logging, and code reviews.

Asana's chief product officer: Why enterprise AI agents should be 'multiplayer by design'

Asana's collaborative AI approach enhances teamwork and transparency, allowing agents to operate within shared workflows and connect to third-party applications.

Kyndryl Launches Service for Managing and Automating AI Agents

Kyndryl launched Agentic Service Management to help organizations prepare IT environments for autonomous AI agents, addressing gaps in current systems.

Box Agent now generally available for enterprise content

Box has launched the Box Agent for Enterprise customers, enabling AI-driven content generation and analysis within existing security frameworks.

The AI Revolution in Development: Why Outer Loop Agents Are the Next Big Thing

AI is set to revolutionize post-code push processes, automating tasks like security fixes, error logging, and code reviews.

Asana's chief product officer: Why enterprise AI agents should be 'multiplayer by design'

Asana's collaborative AI approach enhances teamwork and transparency, allowing agents to operate within shared workflows and connect to third-party applications.

more#ai

fromTNW | Apps

Microsoft launches three in-house AI models in direct challenge to OpenAI

Microsoft has launched three in-house AI models that compete directly with OpenAI, marking a significant shift in its AI strategy.

fromSecurityWeek

Mobile Attack Surface Expands as Enterprises Lose Control

Mobile device security is inadequate, with many organizations using critically outdated operating systems and exposing sensitive data to potential attacks.

Oracle close to finalizing financing for Michigan data center

Oracle is finalizing $16 billion financing for a new Michigan data center to support AI applications, amid complex funding challenges.

fromTechRepublic

Oracle Slashes Thousands of Jobs While Doubling Down on AI Expansion

Oracle is cutting thousands of jobs to address investor concerns over its AI data center spending and overextension in the market.

Oracle close to finalizing financing for Michigan data center

Oracle is finalizing $16 billion financing for a new Michigan data center to support AI applications, amid complex funding challenges.

fromTechRepublic

Oracle Slashes Thousands of Jobs While Doubling Down on AI Expansion

Oracle is cutting thousands of jobs to address investor concerns over its AI data center spending and overextension in the market.

Why AI adoption is high but integration is failing in martech | MarTech

AI agents are widely used but often remain isolated rather than integrated into core workflows, creating challenges in operational efficiency.

fromwww.businessinsider.com

OutSystems focuses on control and consistency in AI projects

OutSystems introduces Agentic Systems Engineering to enhance coherence and control in AI development, addressing fragmentation and integration challenges.

Venture

10 power players behind the data center debt boom

The AI boom is driving a significant financing surge for data centers, with major Wall Street firms leading the charge.

Replacing Database Sequences at Scale Without Breaking 100+ Services

Validating requirements can simplify complex problems, and embedding sequence generation reduces network calls, enhancing performance and reliability.

Kilo targets shadow AI agents with a managed enterprise platform

KiloClaw for Organizations enhances AI agent management with centralized governance, addressing security and compliance concerns for enterprises.

fromWIRED

A New Google-Funded Data Center Will Be Powered by a Massive Gas Plant

A pragmatic 'all-of-the-above' strategy is essential for energy, with gas as a critical bridge while investing in renewables.

fromThe Verge

Microsoft's new 'superintelligence' game plan is all about business

Microsoft's Mustafa Suleyman focuses on achieving superintelligence to enhance business productivity through AI advancements.

#salesforce

Salesforce looks to Slackbot to help solve SaaSpocalypse

Salesforce positions Slack as a central interface for accessing data across rival enterprise applications using AI technology.

fromTechCrunch

Salesforce announces an AI-heavy makeover for Slack, with 30 new features | TechCrunch

Salesforce enhances Slack with AI features, including reusable skills and improved Slackbot capabilities for task automation and integration with external services.

Salesforce looks to Slackbot to help solve SaaSpocalypse

Salesforce positions Slack as a central interface for accessing data across rival enterprise applications using AI technology.

fromTechCrunch

Salesforce announces an AI-heavy makeover for Slack, with 30 new features | TechCrunch

Salesforce enhances Slack with AI features, including reusable skills and improved Slackbot capabilities for task automation and integration with external services.

more#salesforce

#agentic-ai

AI-driven operating model key to cloud-native, autonomous networks | Computer Weekly

Agentic AI can transform telecom networks if operators establish cloud-native maturity and integrate autonomy while maintaining reliability.

Nutanix introduces platform for large-scale deployment of agentic AI

Nutanix launches Agentic AI software enabling enterprises to deploy autonomous AI agents at scale for complex business processes beyond traditional chatbots.

AI-driven operating model key to cloud-native, autonomous networks | Computer Weekly

Agentic AI can transform telecom networks if operators establish cloud-native maturity and integrate autonomy while maintaining reliability.

Nutanix introduces platform for large-scale deployment of agentic AI

Nutanix launches Agentic AI software enabling enterprises to deploy autonomous AI agents at scale for complex business processes beyond traditional chatbots.

HPE sees the network as a security sensor: what does that mean?

HPE Networking views the network as a critical security sensor and enforcement point, especially after acquiring Juniper Networks.

fromMarTech

HubSpot moves to outcome-based pricing for some Breeze AI agents | MarTech

HubSpot is implementing outcome-based pricing for its Breeze AI agents to better reflect their value and improve usability.

OpenStack Gazpacho simplifies operations and VMware migrations

OpenStack 2026.1 emphasizes operational simplicity, live migration for VMware workloads, and hardware flexibility, positioning itself as a sovereign alternative to major cloud providers.

Building enterprise voice AI agents: A UX approach

Voice AI in enterprises needs to prioritize human interaction over technical improvements for effective collaboration.

NetSuite Expands AI Connector Service with MCP Apps

Oracle NetSuite enhances its AI Connector Service with new features for easier integration of AI assistants with NetSuite data and workflows.

The ERP that doesn't care which AI you use, and why that's smart

NetSuite announced three new AI Connector Service extensions, emphasizing a strategic shift towards openness and integration with external AI models.

fromMarTech

6 days ago

The hidden tradeoffs in moving to a composable martech stack | MarTech

Moving to a composable stack from a monolithic marketing cloud incurs hidden costs in integration, coordination, data management, vendor management, and skill requirements.

fromTelecompetitor

Comcast Business introduces two services for young and growing organizations

Simplicity and savings are central to Comcast Business' new services for entrepreneurs and growing companies.

fromScalac - Software Development Company - Akka, Kafka, Spark, ZIO

SIGNAL: What matters in distributed systems

Akka launches its Agentic AI platform on MCP amidst growing backlash against the protocol from Perplexity's CTO.

Slack's AI updates signal shift towards agent orchestration

Slack is enhancing Slackbot with over 30 features to transform it into a more capable AI agent for orchestrating workflows.

#aws

fromAmazon Web Services

DevOps

Streamlining Cloud Compliance at GoDaddy Using CDK Aspects | Amazon Web Services

CDK Aspects enable organization-wide policy enforcement in AWS infrastructure as code, enhancing compliance and security during the development process.

What front-end engineers need to know about AWS

Understanding AWS infrastructure improves front-end debugging and UI performance.

fromAmazon Web Services

Streamlining Cloud Compliance at GoDaddy Using CDK Aspects | Amazon Web Services

CDK Aspects enable organization-wide policy enforcement in AWS infrastructure as code, enhancing compliance and security during the development process.

What front-end engineers need to know about AWS

Understanding AWS infrastructure improves front-end debugging and UI performance.

Is the era of 'rip and replace' over for martech stacks? | MarTech

SEO tools were the most replaced applications in 2025, marking a significant shift in martech trends.

fromSitePoint Forums | Web Development & Design Community

Usage-based billing muddles software vendor pricing

Software companies risk revenue loss due to outdated financial systems and challenges in measuring usage-based services, especially with AI integration.

Enterprises demand cloud value

Businesses are shifting from cost-cutting to establishing centers of excellence and finops to enhance ROI in cloud investments.

Agriculture

Cloud computing

Edge clouds and local data centers reshape IT

Cloud computing is evolving towards a selectively distributed model to address latency, sovereignty, and resilience in smart cities and AI applications.

fromSitePoint Forums | Web Development & Design Community

Enterprises demand cloud value

Businesses are shifting from cost-cutting to establishing centers of excellence and finops to enhance ROI in cloud investments.

Agriculture

Cloud computing

Edge clouds and local data centers reshape IT

Cloud computing is evolving towards a selectively distributed model to address latency, sovereignty, and resilience in smart cities and AI applications.

more#cloud-computing

Microsoft's Azure Maia chief on the complex future of AI compute

Innovative chip designs like Maia 200 are transforming AI inferencing, making it more efficient and cost-effective for cloud applications.

fromBusiness Matters

Best AI Strategy Consulting Firms for Enterprise Companies in 2026

AI strategy consulting is essential for enterprises to align AI efforts with real operations and overcome fragmentation by 2026.

fromAmazon Web Services

Securely connect AWS DevOps Agent to private services in your VPCs | Amazon Web Services

AWS DevOps Agent enhances operational efficiency by securely connecting to private resources in VPCs, optimizing performance and incident management.

IBM wants Arm software on its mainframes for AI support

IBM and Arm are collaborating to enhance enterprise systems for AI and data-intensive workloads using Arm chips.

Arm works with IBM to deliver flexibility on mainframe | Computer Weekly

IBM and Arm are collaborating to create dual-architecture hardware for enterprise AI and data-intensive workloads.

IBM wants Arm software on its mainframes for AI support

IBM and Arm are collaborating to enhance enterprise systems for AI and data-intensive workloads using Arm chips.

Arm works with IBM to deliver flexibility on mainframe | Computer Weekly

IBM and Arm are collaborating to create dual-architecture hardware for enterprise AI and data-intensive workloads.

more#ibm

Only 14 percent of companies achieved a high level of cloud maturity

Only 14% of organizations have achieved the highest level of cloud maturity despite AI driving demand for cloud investments.

Observability warehouses, the next structural evolution for telemetry

Observability is essential for real-time insights in cloud systems, helping to reduce downtime and improve performance.

6 days ago

How to build an enterprise-grade MCP registry

MCP registries are essential for integrating AI agents with enterprise systems, requiring semantic discovery, governance, and developer-friendly controls.

3 weeks ago

Atlassian's new Jira migration tool slowed down cloudy moves

Atlassian's cloud migration tools were slower than legacy code, requiring architectural redesign and performance optimization to handle large-scale customer migrations.

Using Azure Copilot for migration and modernization

Azure Copilot simplifies application migration to Azure while leveraging GitHub Copilot for updates.

Azure's new AI modernization tools

Microsoft's Azure Copilot aids in application migration and modernization, addressing technical debt and improving cloud infrastructure management.

Using Azure Copilot for migration and modernization

Azure Copilot simplifies application migration to Azure while leveraging GitHub Copilot for updates.

Azure's new AI modernization tools

Microsoft's Azure Copilot aids in application migration and modernization, addressing technical debt and improving cloud infrastructure management.

Event-Driven Patterns for Cloud-Native Banking: Lessons from What Works and What Hurts

Event-driven architecture introduces complexity and requires careful implementation, especially in regulated environments, to ensure reliability and system evolution.

IGEL introduces reference architectures for secure cloud desktops

"For healthcare, government, and contact center environments, reducing risk at the endpoint is essential. By aligning IGEL's immutable endpoint OS and Adaptive Secure Desktop™ with Windows 365 and Microsoft Azure Virtual Desktop, these reference architectures give organizations clear guidance for delivering secured and resilient digital workspaces."

DevOps

Harness adds four capabilities to close AI delivery gap

Harness is launching four new capabilities to enhance its Continuous Delivery platform, addressing the gap between code writing speed and release reliability.

from24/7 Wall St.

3 weeks ago

SaaS-Pocalypse: Is Anthropic's New Tool a Death Sentence for Legacy Software?

AI coding agents like Claude Code threaten traditional software development workflows and seat-based licensing models, but legacy software companies shouldn't be dismissed despite disruptive potential.

fromUnited States Edition

Spotlight report: Accelerating Data Center Modernization

Data center modernization is critical for AI deployment, requiring integrated infrastructure solutions across servers, storage, networking, and security.

#multicloud-strategy

Business intelligence

Why enterprises are still bad at multicloud

Artificial intelligence

Perplexity expands cloud strategy with Azure alongside AWS

Business intelligence

Why enterprises are still bad at multicloud

Artificial intelligence

Perplexity expands cloud strategy with Azure alongside AWS

more#multicloud-strategy

Cloud at 20: Cost, complexity, and control

Cloud computing has failed to deliver on its promise of simplified IT operations and cost savings, instead creating greater complexity and spiraling expenses for most enterprises.

SaaS-pocalypse isn't coming any time soon

AI will not destroy the SaaS market; instead, it creates competitive pricing pressure and differentiation challenges while maintaining cost-benefit analysis for enterprise software decisions.

Cloud-based LLMs risk enterprise stability

Enterprises must return to architectural resilience principles when adopting cloud-hosted LLMs to mitigate risks from increasingly common outages that cause widespread business disruption.

Do neoclouds mean a world where anything is possible? | Computer Weekly

Neoclouds are emerging GPU-as-a-service providers gaining investment and market attention as alternatives to dominant hyperscalers, filling real demand for AI and large language model training infrastructure.

fromBusiness Insider

AI rewrites the economics of Amazon's cloud-consulting business

If GenAI enhances or speeds things up, they should get more value faster and shouldn't pay the same rates. Our customers' buying patterns shifted to favor agile, outcome-based, AI-powered engagements with faster time to value and clear ROI, creating a significant revenue and workload concentration risk in our top revenue cohort.

Business intelligence

The next 10 years for cloud computing

Enterprises are abandoning unquestioning public cloud adoption due to high costs, limited productivity gains, and vendor lock-in, prompting providers to change strategies.

Why cloud migration needs a new approach

Existing cloud-native migration tools, infrastructure-as-code, and governance solutions fail to provide true infrastructure portability, causing multicloud fragmentation and migration friction.

Microsoft's shift to cloud management sw brings concerns

Microsoft will deprecate SCOM management packs for SQL Server Reporting Services, Power BI Report Server and Analysis Services; support and updates end January 2027.

Rise of AI means companies could pass on SaaS

AI competition from firms like OpenAI and Anthropic threatens vertical SaaS growth, triggering a sharp software-stock sell-off and hundreds of billions in market-value losses.

fromFast Company

Stop trying to replace your servers

Use AI to automate back-of-house operations and integrate tech stacks to preserve guest-facing hospitality while preparing for consumer-facing AI ordering channels.

Why hybrid cloud is the future of enterprise platforms

This new reality is forcing organizations to undertake careful assessments before making platform decisions for AI. The days when IT leaders could simply sign off on wholesale cloud migrations, confident it was always the most strategic choice, are over. In the age of AI, the optimal approach is usually hybrid. Having openly championed this hybrid path even when it was unpopular, I welcome the growing acceptance of these ideas among decision-makers and industry analysts.

Artificial intelligence

The death of reactive IT: How predictive engineering will redefine cloud performance in 10 years

Predictive engineering enables autonomous, anticipatory cloud operations that prevent outages, optimize resources, and replace reactive war-room operations.

SaaS isn't dead, the market is just becoming more hybrid

The future will be a blended ecosystem of agent-driven platforms, hybrid pricing, and AI governance where incumbents and AI-native startups coexist.