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Remocal and Minimum Viable Models: Why Right-Sized Models Beat API Overkill
A practical approach to escaping the expensive, slow world of API-dependent AI The $20K Monthly Reality Check You built a simple sentiment analyzer for customer reviews. It works great. Except it costs $847/month in API calls and takes 2.3 seconds to classify a single review. Your "smart" document classifier burns through $3,200/month. Your chatbot feature?...
Published on: August 09, 2025 | Source:
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Build a Recipe AI Agent with Koog and Docker
Hi, I’m Philippe Charriere, a Principal Solutions Architect at Docker. I like to test new tools and see how they fit into real-world workflows. Recently, I set out to see if JetBrains' Koog framework could run with Docker Model Runner, and what started as a quick test turned into something a lot more interesting than...
Published on: August 08, 2025 | Source:From Terraform Modules to Platform Services: Simplify Infrastructure Management with the Kratix CLI
If you’ve worked with Terraform for any amount of time, you’ve probably experienced handing Terraform modules directly to application developers. Although this enables teams to get started quickly, it can lead to a world of pain....
Published on: August 08, 2025 | Source:Announcing k0rdent v1.0.0: Manage Distributed Infrastructure at Massive Scale Leveraging Kubernetes
The community was just getting started with k0rdent v0.3.0 that we pushed a surprise for them to cherish with a super quick and very special release. We’re excited to announce k0rdent v1.0.0, a milestone release that...
Published on: August 07, 2025 | Source:MCP Horror Stories: The Supply Chain Attack
This is Part 2 of our MCP Horror Stories series, an in-depth look at real-world security incidents exposing the vulnerabilities in AI infrastructure, and how the Docker MCP Toolkit delivers enterprise-grade protection. The Model Context Protocol (MCP) promised to be the "USB-C for AI applications" – a universal standard enabling AI agents like ChatGPT, Claude,...
Published on: August 07, 2025 | Source:GPT-5 in Azure AI Foundry: The future of AI apps and agents starts here
Today,we’reannouncinggeneralavailability ofOpenAI’snew flagship,GPT-5,in Azure AI Foundry. This is more than a new model release; itis the most powerful large language model (LLM)everreleased across key benchmarks. The post GPT-5 in Azure AI Foundry: The future of AI apps and agents starts here appeared first on Microsoft Azure Blog.
Published on: August 07, 2025 | Source:Building smarter, scalable AI applications
While GenAI has been driving transformative change, WebAssembly (WASM) works in the background to enhance performance and security in web and cross-platform applications. Although WASM and GenAI are distinct in their respective capabilities, combining them unlocks...
Published on: August 07, 2025 | Source:PlayerZero Adds Ability to Simulate Code to AI Platform
PlayerZero has extended its namesake platform that leverages artificial intelligence (AI) to analyze codebases by adding the ability to simulate code created using generative AI coding tools. Fresh off raising an additional $15 million in funding, PlayerZero CEO Animesh Koratana said CodeSim makes it possible to predict how that code will impact a codebase without […]
Published on: August 06, 2025 | Source:Unlocking Talent Through Mentorship: Join Nate Waddington at OSS Europe
I’m speaking at Open Source Summit Europe in Amsterdam next month, and I hope to see you there. My session, “Unlock Growth and Talent—Effectiveness of Mentorship in Open Source Projects,“ isn’t just about stats or program...
Published on: August 06, 2025 | Source:Minimize AI hallucinations and deliver up to 99% verification accuracy with Automated Reasoning checks: Now available
Build responsible AI applications with the first and only solution that delivers up to 99% verification accuracy using sound mathematical logic and formal verification techniques to minimize AI hallucinations and data ambiguity.
Published on: August 06, 2025 | Source:
AWS Blog
Chain Reaction in Amsterdam: What’s New in CNCF’s 2025 Supply Chain Security Guide
The CNCF Security TAG’s Supply Chain Security Best Practices Guide first launched in 2021, just as high-profile supply chain attacks were beginning to shake public and private sector software systems alike. In 2025, the importance of...
Published on: August 06, 2025 | Source:Accelerating FedRAMP Compliance with Docker Hardened Images
Federal Risk and Authorization Management Program (FedRAMP) compliance costs typically range from $450,000 to over $2 million and take 12 to 18 months to achieve, time your competitors are using to capture government contracts. While you’re spending months configuring FIPS cryptography, hardening security baselines, and navigating 400+ security controls, your competitors are already shipping to...
Published on: August 06, 2025 | Source:Introducing Azure Storage Discovery: Transform data management with storage insights
We are excited to announce the public preview of Azure Storage Discovery, a fully managed service that provides you enterprise-wide visibility into your Azure Blob Storage data estate. The post Introducing Azure Storage Discovery: Transform data management with storage insights appeared first on Microsoft Azure Blog.
Published on: August 06, 2025 | Source:The Next Evolution of Docker Hardened Images: Customizable, FedRAMP Ready, AI Migration Agent, and Deeper Integrations
We launched Docker Hardened Images (DHI) in May, and in just two and a half months, adoption has accelerated rapidly across industries. From nimble startups to global enterprises, organizations are turning to DHI to achieve near-zero CVEs, shrink their attack surface, and harden their software supply chain, all without slowing down developers. In a short...
Published on: August 06, 2025 | Source:From Incidents to Insights: The Power of Blameless Postmortems
Blameless post-mortems flip the script, transforming incidents into structured opportunities for learning, accountability and resilience.
Published on: August 06, 2025 | Source:OpenAI open weight models now available on AWS
AWS continues to expand access to the most advanced foundation models with OpenAI open weight models now available in Amazon Bedrock and Amazon SageMaker JumpStart. Accessing these new models from OpenAI on AWS, gpt-oss-120b and gpt-oss-20b, gives you more freedom to innovate and choose the right model for your specific use cases while maintaining complete control over your infrastructure and data.
Published on: August 06, 2025 | Source:
AWS Blog
CNCF, Linux Foundation Education and KodeKloud Partner on Training Offering for India
CNCF, Linux Foundation Education, and KodeKloud have partnered on an introductory training offering for the Indian developer community. The initial offerings will provide India residents an opportunity to purchase Cloud Native, Kubernetes, and Linux training and...
Published on: August 06, 2025 | Source:Zepto Wins CNCF End User Case Study Contest for Developer Platform Innovation with Backstage, Argo, and Kubernetes
Company to present platform automation success story at KubeCon + CloudNativeCon India 2025 HYDERABAD, India—6 August, 2025— The Cloud Native Computing Foundation (CNCF), which builds sustainable ecosystems for cloud native software, today announced Zepto as the...
Published on: August 06, 2025 | Source:Survey Attributes Massive Economic Gains to Rise of AI in Software Development
A global survey of 2,786 C-level executives finds organizations are saving $28,249 per developer annually due to investments in artificial intelligence (AI), in part thanks to a 48% increase in developer productivity. Conducted by The Harris Poll on behalf of GitLab, 58% of respondents report their organization has experienced business growth tied to software innovation […]
Published on: August 05, 2025 | Source:Everyone’s a Snowflake: Designing Hardened Image Processes for the Real World
Hardened container images and distroless software are the new hotness as startups and incumbents alike pile into the fast-growing market. In theory, hardened images provide not only a smaller attack surface but operational simplicity. In practice, there remains a fundamental – and often painful – tension between the promised security perfection of hardened images and...
Published on: August 05, 2025 | Source:Introducing Amazon Elastic VMware Service for running VMware Cloud Foundation on AWS
Amazon Elastic VMware Service (Amazon EVS) enables organizations to run VMware Cloud Foundation environments directly within Amazon VPCs, simplifying workload migration while maintaining familiar tools and providing access to the scalability, agility, and elasticity of AWS.
Published on: August 05, 2025 | Source:
AWS Blog
OpenAI’s open‑source model: gpt‑oss on Azure AI Foundry and Windows AI Foundry
With the launch of OpenAI’s gpt‑oss models—its first open-weight release since GPT‑2—we’re giving developers and enterprises unprecedented ability to run, adapt, and deploy OpenAI models entirely on their own terms. The post OpenAI’s open‑source model: gpt‑oss on Azure AI Foundry and Windows AI Foundry appeared first on Microsoft Azure Blog.
Published on: August 05, 2025 | Source:KubeCon + CloudNativeCon Europe 2026: Returning to Amsterdam, 23–26 March
KubeCon + CloudNativeCon Europe 2026 is heading back to Amsterdam from 23–26 March, 2026! As the flagship event for the cloud native community, it’s an unmissable opportunity to connect with project maintainers, end users, and technologists...
Published on: August 05, 2025 | Source:Cycode Delivers AI Agent to Assess How Exploitable Vulnerabilities Are
Cycode has added an artificial intelligence (AI) agent to its application security posture management (ASPM) platform that has been specifically trained to determine how exploitable a specific vulnerability found in an application actually is.
Published on: August 05, 2025 | Source:How Docker MCP Toolkit Works with VS Code Copilot Agent Mode
In the rapidly evolving landscape of software development, integrating modern AI tools is essential to boosting productivity and enhancing the developer experience. One such advancement is the integration of Docker's Model Context Protocol (MCP) Toolkit with Visual Studio Code’s GitHub Copilot Agent Mode. This powerful combination transforms how developers interact with containerized applications, enabling...
Published on: August 04, 2025 | Source:Hard Questions: What You Should Really Be Asking Your Hardened Image Provider Before You Press the Buy Button
When evaluating hardened image providers, don't just look for buzzwords like "zero-CVE" or "minimal." True security in a dynamic environment demands a nuanced understanding of their process, their commitment, and their flexibility. For platform, DevOps, and SecOps teams, these are the critical questions that reveal whether a provider offers genuine security that enhances your workflow,...
Published on: August 04, 2025 | Source:AWS Weekly Roundup: Amazon DocumentDB, AWS Lambda, Amazon EC2, and more (August 4, 2025)
This week brings an array of innovations spanning from generative AI capabilities to enhancements of foundational services. Whether you’re building AI-powered applications, managing databases, or optimizing your cloud infrastructure, these updates help build more advanced, robust, and flexible applications. Last week’s launches Here are the launches that got my attention this week: Amazon DocumentDB – […]
Published on: August 04, 2025 | Source:
AWS Blog
Context on Tap: How MCP Servers Bridge AI Agents and DevOps Pipelines
Large language models can draft code or move artifacts, but without situational awareness they still trip over the basics. Cloudsmith CEO Glenn Weinstein tells Mike Vizard why a new piece of plumbing—the Model Context Protocol (MCP) server—is quickly becoming table stakes. Think of MCP as a receptionist for AI agents: it answers questions like “Which […]
Published on: August 04, 2025 | Source:Automating EKS CIS Compliance with Kyverno and KubeBench
A practical approach to implementing CIS security controls using CNCF cloud native tools. Introduction: The Challenge of EKS Compliance at Scale Maintaining CIS Benchmarks compliance for Amazon EKS across multiple clusters is a common challenge in...
Published on: August 04, 2025 | Source:What 500+ Experts Revealed About Kubernetes Adoption and Workloads
Applications running in containers have come a long way. The conversation has shifted from if organizations are adopting cloud native technologies like Kubernetes to what kinds of applications they’re running in these environments. Today, many of...
Published on: August 02, 2025 | Source:PaC in the Cloud Native Landscape
This is post 2 out of 3 with an Introduction to Policy as Code preceding this. Kubernetes continues to grow, but it has already become the main component of cloud native architectures. Maintaining your cluster is...
Published on: August 02, 2025 | Source:Help Us Build the Kubernetes Conformance for AI
The CNCF community is exploring a conformance program centered around AI workloads in the Kubernetes space. Announced in alpha form in June 2025 at both KubeCon + CloudNativeCon China and KubeCon + CloudNativeConJapan, this program is...
Published on: August 01, 2025 | Source:Introducing Amazon Application Recovery Controller Region switch: A multi-Region application recovery service
This new feature helps organizations confidently plan, practice, and orchestrate failover operations between AWS Regions for critical applications through automated workflows and continuous validation.
Published on: August 01, 2025 | Source:
AWS Blog
GenAI vs. Agentic AI: What Developers Need to Know
Generative AI (GenAI) and the models behind it have already reshaped how developers write code and build applications. But a new class of artificial intelligence is emerging: agentic AI. Unlike GenAI, which focuses on content generation, agentic systems can plan, reason, and take actions across multiple steps, enabling a new approach to building intelligent, goal-driven...
Published on: July 31, 2025 | Source:CNCF Unveils Schedule for 10th Anniversary Edition of KubeCon + CloudNativeCon North America
KubeCon + CloudNativeCon North America returns Nov. 10–13 in Atlanta, bringing the global community together to celebrate CNCF’s 10th anniversary and explore what’s next for cloud native infrastructure SAN FRANCISCO, July 31, 2025 – The Cloud...
Published on: July 31, 2025 | Source: