18 entries
Keyword: kubernetesRepository:google/ax
Google has open-sourced AX, a declarative orchestration runtime designed to manage autonomous AI agent workloads. Built on Kubernetes and Agent Substrate, it handles sandboxed execution, workspace pre-wiring, and network fencing at scale.
6.2kstarsGo
From X post: Google Open-Sources AX: A Kubernetes-Like Declarative Agent Orchestrator
X post:Arpit Bhayani
Google has open-sourced AX, a declarative runtime designed to sandbox, orchestrate, and scale autonomous AI agent workloads across clusters.
2.1kbookmarks166kviews
X post:Gergely Orosz
In an in-depth report, Gergely Orosz explores internal operations at OpenAI, where Codex and ChatGPT Work have evolved into the operational foundation across technical and non-technical teams. Powered by deep integrations with systems like Slack and Kubernetes, automated feedback loops like 'Perf Factory' are reshaping engineering workflows and organisational structures.
6.5kbookmarks456.2kviews
VideoVideo:CURT
Cedric Clyburn breaks down the AI engineer role in contrast to ML researchers, presenting a three-tier skill framework spanning software basics, RAG, AI agents, deployment, and observability.
Repository:kubernetes/kubernetes
Kubernetes (K8s) is an open-source platform designed to automate deploying, scaling, and operating application containers across clusters of hosts.
126.4kstarsGo
From Video: Weekly AI Roundup: DeepSeek Harness, Model Routing, and Scaffolding Shifts
Repository:podman-container-tools/podman
Podman (POD MANager) is an open-source container engine designed to manage OCI containers, container images, volumes, and container pods across Linux, macOS, and Windows.
32.8kstarsGo
From Video: AI Weekly Updates: Open-Source Model Surge, Agent Harnesses, and Meta's AI Reality Check
Article:kubernetes.io
The official Kubernetes documentation outlines the origin, core features, and architectural scope of the open-source platform for container management. It places containers in historical context against physical hardware and VMs, detailing Kubernetes' declarative management model.
From Video: Weekly AI Roundup: DeepSeek Harness, Model Routing, and Scaffolding Shifts
Link:Kubernetes Release Team
The Kubernetes project has introduced release v1.37 ('Garhwal'), featuring notable advances such as Beta support for rootless Kubelet and scale-to-zero workloads via HPA, along with GA graduations for Dynamic Resource Allocation, the Metrics API, and Storage Version Migration.
From Video: Weekly AI Roundup: DeepSeek Harness, Model Routing, and Scaffolding Shifts
Link:kubernetes.io
Kubernetes (K8s) is an open-source platform designed to automate the deployment, scaling, and operational management of containerised applications across on-premises, hybrid, and public cloud environments.
From Video: Weekly AI Roundup: DeepSeek Harness, Model Routing, and Scaffolding Shifts
Link:kestra.io
Kestra is an open-source orchestration engine designed to manage data, AI, and infrastructure workflows. It relies on a declarative YAML syntax and supports both event-driven and scheduled executions.
From Video: Weekly AI Updates: Model Releases, Agent Harnesses, and Developer Tooling (August 2026)
Article:Nawaz Dhandala
A comprehensive guide by Nawaz Dhandala compares Podman and Docker, examining their daemon models, rootless defaults, resource footprint, and system integration.
From Video: AI Weekly Updates: Open-Source Model Surge, Agent Harnesses, and Meta's AI Reality Check
Link:Orbital Labs, LLC
OrbStack by Orbital Labs is a lightweight Docker Desktop alternative for macOS designed to run Docker containers and full Linux machines faster. Built as a native Swift application, it focuses on minimal resource usage and rapid startup times.
Link:Windmill Labs, Inc.
Windmill is an open-source platform designed for building internal tools, workflows, and data pipelines. It transforms standalone scripts written in TypeScript, Python, Go, or Bash into APIs, background jobs, and user-facing forms automatically.
Link:deepset
Haystack by deepset is an open-source orchestration framework for building production-ready LLM agents and applications. It enables modular pipelines for retrieval, tool use, multimodal processing, and complex decision flows.
Link:Dify
Dify is a collaborative workspace and platform designed to build and deploy AI agents, RAG pipelines, and agentic workflows. It supports visual orchestration, extensive tool integrations, and flexible deployment models ranging from open-source to enterprise.
Link:HashiCorp
HashiCorp's developer portal outlines core Terraform features, cloud provider tutorials, practical deployment architectures, and certification paths.
From Video: Weekly AI Updates: GPT 5.6, Claude Sonnet 5, and Ornith
Link:orchard.andon.dev
Orchard is an open-source, native macOS GUI for managing Apple Containers, Linux virtual machines, and local Kubernetes clusters. Licensed under MIT, the application also bridges local AI models from MLX, Ollama, and LM Studio directly into containers and provides host-only sandboxes for running agents securely.
From X post: Orchard: A Native macOS UI for Apple Containers
Link:Better Stack
Better Stack Community is a technical content platform featuring hundreds of guides, architecture comparisons, and tutorials covering DevOps, observability, incident management, and application scaling.
From Video: TanStack Charts: New Grammar-of-Graphics Charting Library for JavaScript
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