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@devopslinks shared a link, 1 week, 2 days ago
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Comparing AWS Lambda Arm64 vs x86_64 Performance Across Multiple Runtimes in Late 2025

A new open-source benchmark looked at 183,000 AWS Lambda invocations, andarm64 beats x86_64across the board in both cost and speed. Rust on arm64 with SHA-256 tuned in assembly? It clocks in 4–5× faster than x86 in CPU-heavy tasks. Cold starts are snappy too—5–8× quicker than Node.js and Python... read more  

Comparing AWS Lambda Arm64 vs x86_64 Performance Across Multiple Runtimes in Late 2025
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@devopslinks shared a link, 1 week, 2 days 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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@devopslinks shared a link, 1 week, 2 days 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  

Failure is inevitable: Learning from a large outage, and building for reliability in depth at
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@kaptain shared an update, 1 week, 2 days ago
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Agent Sandbox Brings Kernel-Level Guardrails to AI Agents on Kubernetes

Kubernetes gVisor Kata Containers Google Kubernetes Engine (GKE)

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, 1 week, 2 days ago
FAUN.dev()

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

Amazon EC2 Amazon Web Services

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, 1 week, 3 days ago
FAUN.dev()

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

Rust Tor Arti

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 , 1 week, 3 days ago.
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@varbear added a new tool Tor , 1 week, 3 days ago.
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@kala shared an update, 1 week, 3 days 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 , 1 week, 3 days ago.
Resourcely is a configuration engine that helps developers move faster and lets companies mitigate risk while minimizing incidents. Resourcely is a paved road for infrastructure, meaning it guides you through creating secure and compliant cloud infrastructure without the need to understand the vast amount of configuration options. With Resourcely you can:

Leverage secure-by-default resource templates to prevent misconfiguration from the start

Block resource provision requests that don't adhere to configured guardrails

Make infrastructure management easy, allowing developers to focus more on development and less on cloud complexity

Track the creators and statuses of resource pull requests from one interface, reducing context switching and supporting audit requirements