Updates and recent posts about Talos Linux..

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@devopslinks shared a link, 3 months, 1 week ago

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Failure is inevitable: Learning from a large outage, and building for reliability in depth at

Datadog ditched its “never fail” mindset after a March 2023 meltdown knocked out half its Kubernetes nodes and took major user features down with them. The fix? A full-stack rethink built aroundgraceful degradation. The team addeddisk-based persistence at intake,live-data prioritization,QoS-aware re.. read more

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@devopslinks shared a link, 3 months, 1 week ago

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The story of how we almost got hacked

Team Invictus caught a BEC attempt using WeTransfer to slip in a fake Microsoft 365 login page powered byEvilProxy. Classic Adversary-in-the-Middle move, but dressed up with a slick delivery package. Digging deeper, the team mapped the attacker’s setup and found something bigger: a credential grab c.. read more

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@kaptain shared an update, 3 months, 1 week ago

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Agent Sandbox Brings Kernel-Level Guardrails to AI Agents on Kubernetes

#Agent S... #gVisor #AI agen... #GKE #kuberne...

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, 3 months, 1 week ago

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AWS Unveils Graviton5: A 192-Core Leap in Cloud Performance and Efficiency

#M9g ins... #Nitro S... #EC2 #aws #Gravito...

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, 3 months, 1 week ago

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Tor Goes Rust: Introducing Arti, a New Foundation for the Future of Tor

#Rust #Securit... #Tor #Arti #cryptog...

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 , 3 months, 1 week ago.

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@varbear added a new tool Tor , 3 months, 1 week ago.

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@kala shared an update, 3 months, 1 week ago

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Gemini Deep Research Is Now Programmable Through a New API

#Gemini ... #Interac... #DeepSea... #financi... #automat...

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 , 3 months, 1 week ago.

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@kala added a new tool Gemini 3 , 3 months, 1 week ago.

Talos Linux is an ultra-minimal, security-focused, and fully immutable Linux distribution built from the ground up for Kubernetes. Instead of relying on traditional package managers or SSH, Talos exposes a gRPC-based API for node administration, enabling fully automated, declarative, and reproducible cluster operations. The OS removes unnecessary components such as shell access and mutable system state, significantly reducing the attack surface and operational complexity.

Talos tightly integrates with Kubernetes by managing kubelet, container runtime, and system services as part of a unified, API-driven control plane. Its immutable design ensures consistent behavior across nodes, eliminates configuration drift, and simplifies upgrades through atomic, transactional updates. Talos is widely adopted in production clusters, edge deployments, home labs, and hardened environments where reliability and security are critical.