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@kaptain shared a link, 1 month, 1 week ago
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Sandboxes: Run Agents in YOLO Mode, Safely

Over a quarterof production code is now AI-authored, with agents boosting pull requests by 60% when allowed to run autonomously in YOLO mode. Docker Sandboxes provide a safe boundary for agents, enabling fully autonomous operation without risking your machine or data... read more  

Sandboxes: Run Agents in YOLO Mode, Safely
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@kaptain shared a link, 1 month, 1 week ago
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Docker Offload now Generally Available: The Full Power of Docker, for Every Developer, Everywhere.

Docker Offload is a managed cloud service that moves the container engine to Docker’s secure cloud, allowing developers to run Docker from any environment without changing their workflows. With Docker Offload, developers can keep using the same commands and workflows they are accustomed to in Docker.. read more  

Docker Offload now Generally Available: The Full Power of Docker, for Every Developer, Everywhere.
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@kaptain shared a link, 1 month, 1 week ago
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Broadcom Makes Its Pitch To Run Kubernetes On VMware VCF

Broadcom's $69 billion acquisition of virtualization pioneer VMware in late 2023 brought about significant price increases and a shift towards subscription-based licensing. The company aims to establish VMware Cloud Foundation (VCF) as the foundation for enterprise workloads gravitating towards priv.. read more  

Broadcom Makes Its Pitch To Run Kubernetes On VMware VCF
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@kaptain shared a link, 1 month, 1 week ago
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Kubernetes v1.36 Sneak Peek

Kubernetes v1.36, coming inApril 2026, will feature removals and deprecations, with enhancements that include retirement of the Ingress NGINX project and thedeprecation of .spec.externalIPs in Service.Additionally, the release will remove the gitRepo volume driver and introduce enhancements like fas.. read more  

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@kala shared a link, 1 month, 1 week ago
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Why we're rethinking cache for the AI era

Cloudflare data shows that 32% of network traffic originates from automated traffic, including AI assistants fetching data for responses. AI bots often issue high-volume requests and access rarely visited content, impacting cache efficiency. Cloudflare researchers propose AI-aware caching algorithms.. read more  

Why we're rethinking cache for the AI era
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@kala shared a link, 1 month, 1 week ago
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State of Context Engineering in 2026

Context engineering has evolved in the AI engineering field since mid-2025 with the introduction of patterns for managing context effectively. These patterns include progressive disclosure, compression, routing, retrieval strategies, and tool management, each addressing a different dimension of the .. read more  

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@kala shared a link, 1 month, 1 week ago
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From zero to a RAG system: successes and failures

An engineer spun up an internal chat with a localLLaMAmodel viaOllama, a PythonFlaskAPI, and aStreamlitfrontend. They moved off in-memoryLlamaIndexto batch ingestion intoChromaDB(SQLite). Checkpoints and tolerant parsing went in to stop RAM disasters. Indexing produced 738,470 vectors (~54 GB). They.. read more  

From zero to a RAG system: successes and failures
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@kala shared a link, 1 month, 1 week ago
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Our most intelligent open models, built from Gemini 3 research and technology to maximize intelligence-per-parameter

Built from Gemini 3 research and technology, Gemma 4 offers maximum compute and memory efficiency for mobile and IoT devices. Develop autonomous agents, multimodal applications, and multilingual experiences with Gemma 4's unprecedented intelligence-per-parameter... read more  

Our most intelligent open models, built from Gemini 3 research and technology to maximize intelligence-per-parameter
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@kala shared a link, 1 month, 1 week ago
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Qwen3.6-Plus: Towards Real World Agents

Qwen3.6-Plus, the latest release following Qwen3.5 series, offers enhanced agentic coding capabilities and sharper multimodal reasoning. The model excels in frontend web development and complex problem-solving, setting a new standard in the developer ecosystem. Qwen3.6-Plus is available via Alibaba .. read more  

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@devopslinks shared a link, 1 month, 1 week ago
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Supply Chain Attack on Axios Pulls Malicious Dependency from npm

A supply chain attack on Axios introduced a malicious dependency, plain-crypto-js@4.2.1, published minutes earlier and absent from the project’s GitHub releases... read more  

Syself Autopilot takes care of the entire lifecycle of clusters, from provisioning to scaling, updates and other day-2 tasks. Free up your teams to work on what really matters . Use Kubernetes, don't manage.

For companies in need of tailored services, we have a dedicated team of experts in delivering cloud-native software and enterprise-grade infrastructure configuration.

Why Choose Syself:
• We've built and maintained the most popular Cluster API Provider, that manages thousands of servers in production at Hetzner
• We actively participate in the Kubernetes community, contributing to other provider integrations and the Cluster API project, ensuring alignment with community standards
• We have a team of experts distributed in 4 continents, aways ready to assist you with urgent issues or tailored advice
• We've won a public tender from the German government to build a Kubernetes-as-a-service framework for managing cluster lifecycle, aiding the government and agencies to use Cluster API

About Syself Autopilot:
• Pre-built, immutable base for 100% reproducible clusters
• Declarative, idempotente cluster definition as Kubernetes resources
• Fully compatible with GitOps and other Kubernetes-native tools
• GDPR compliant
• One click or automated upgrades of clusters, including OS, Kubernetes control and data planes and add-ons
• Self-healing: automated issue detection and fixes, without human intervention
• Users own the entire infrastructure, including control planes