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@devopslinks shared a link, 6 months, 1 week ago
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Declarative Action Architecture

The Declarative Action Architecture (DAA) is a scalable E2E testing pattern that separates concerns across three distinct layers. TheTest Layeris 100% declarative, statingwhatis being tested without any procedural logic, making tests read like documentation. The coreAction Layerimplements the execut.. read more  

Declarative Action Architecture
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@kaptain shared an update, 6 months, 1 week ago
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Agent Sandbox Brings Kernel-Level Guardrails to AI Agents on Kubernetes

gVisor Kata Containers Google Kubernetes Engine (GKE) Kubernetes

Agent Sandbox, a new Kubernetes primitive, was introduced at KubeCon NA 2025 to enhance AI agent management on Kubernetes and Google Kubernetes Engine.

Agent Sandbox Brings Kernel-Level Guardrails to AI Agents on Kubernetes
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@devopslinks shared an update, 6 months, 1 week ago
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AWS Unveils Graviton5: A 192-Core Leap in Cloud Performance and Efficiency

Amazon Web Services Amazon EC2

AWS introduces Graviton5-based EC2 M9g instances, boosting performance by 25% and enhancing scalability while reducing costs.

AWS Unveils Graviton5: A 192-Core Leap in Cloud Performance and Efficiency
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@varbear shared an update, 6 months, 1 week ago
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Tor Goes Rust: Introducing Arti, a New Foundation for the Future of Tor

Arti Rust Tor

The development of "Arti," a Rust-based Tor implementation funded by Zcash, aims to enhance security and efficiency by addressing the limitations of the current C-based Tor.

Tor Goes Rust: Introducing Arti, a New Foundation for the Future of Tor
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@varbear added a new tool Arti , 6 months, 1 week ago.
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@varbear added a new tool Tor , 6 months, 1 week ago.
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@kala shared an update, 6 months, 1 week ago
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Gemini Deep Research Is Now Programmable Through a New API

Gemini 3 Vertex AI

The enhanced Gemini Deep Research agent is now available via API, enabling developers to integrate advanced research capabilities into applications, with the open-sourcing of DeepSearchQA for evaluating complex tasks.

Gemini Deep Research Is Now Programmable Through a New API
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@kala added a new tool Vertex AI , 6 months, 1 week ago.
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@kala added a new tool Gemini 3 , 6 months, 1 week ago.
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@kala shared an update, 6 months, 1 week ago
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GitHub Copilot Adds GPT-5.2 With Long-Context and UI Generation

GitHub Copilot GPT-5.2

OpenAI unveils GPT-5.2 for GitHub Copilot, enhancing software engineering with improved long-context reasoning and UI generation, integrated with Microsoft Azure and NVIDIA.

GitHub Copilot Adds GPT-5.2 With Long-Context and UI Generation
Hexabot is a self-hosted AI chatbot and workflow automation platform designed for developers, startups, and teams that need more control over AI-powered business automation.

Unlike simple chatbot builders or fully prompt-based agents, Hexabot combines visual workflow design with real software extensibility. Teams can create conversational flows, automate business processes, connect APIs, build custom actions, integrate messaging channels, and add AI reasoning steps where they make sense.

Built with a modern JavaScript and NestJS foundation, Hexabot is designed for developers who want to move fast without losing control. It supports extensibility through plugins, custom actions, channels, and reusable workflow components, making it suitable for customer support automation, sales workflows, internal operations, lead qualification, RAG-based assistants, and multi-channel conversational AI.

Hexabot is fair-core licensed and self-hosted, making it a strong choice for teams looking for a flexible alternative to closed SaaS automation platforms while keeping ownership of their infrastructure, data, and customization layer.