Trivy Supply Chain Attack Targets CI/CD Secrets
A threat actor used the open source security tool to deploy an infostealer into CI/CD workflows and steal cloud credentials, SSH keys, tokens, and other sensitive secrets.
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open sourceFinding Nemotron
In this episode, we sit down with Joey Conway to explore NVIDIA's open source AI, from the reasoning-focused Nemotron models built on top of Llama, to the blazing-fast Parakeet speech model. We chat about what makes open foundation models so valuable, how enterprises can think about deploying multi-model strategies, and why reasoning is becoming the key differentiator in real-world AI applications. Featuring: Joey Conway – LinkedIn Chris Benson – Website , LinkedIn , Bluesky , GitHub , X Links: Llama Nemotron Ultra NVIDIA Llama Nemotron Ultra Open Model Delivers Groundbreaking Reasoning Accuracy Independent analysis of AI Parakeet Model Parakeet Leaderboard Try the Llama-3.1-Nemotron-Ultra-253B-v1 model here and here ]]>
Tiny Recursive Networks
In this fully connected episode, Daniel and Chris explore the emerging concept of tiny recursive networks introduced by Samsung AI, contrasting them with large transformer based models. They explore how these small models tackle reasoning tasks with fewer parameters, less data, and iterative refinement, matching the giants on specific problems. They also discuss the ethical challenges of emotional manipulation in chatbots. Featuring: Chris Benson – Website , LinkedIn , Bluesky , GitHub , X Daniel Whitenack – Website , GitHub , X Links: Less is More: Recursive Reasoning with Tiny Networks Researchers detail 6 ways chatbots seek to prolong ‘emotionally sensitive events’ Sponsors: Outshift by Cisco - The open source collective building the Internet of Agents. Backed by Outshift by Cisco, AGNT
We Benchmarked Our SSR Framework Against Next.js — Here's What We Found
<p>We built <a href="https://github.com/childrentime/pareto" rel="noopener noreferrer">Pareto</a>, a lightweight streaming-first React SSR framework on Vite. Claims are cheap — so we built an automated benchmark suite that runs in CI on every PR, comparing Pareto against <strong>Next.js</strong>, <strong>React Router (Remix)</strong>, and <strong>TanStack Start</strong> on identical hardware.</p> <h2> What We Tested </h2> <p>Four scenarios covering the most common SSR workloads:</p> <ul> <li> <strong>Static SSR</strong> — Page with inline data, no async loader. Pure SSR throughput.</li> <li> <strong>Data Loading</strong> — Loader with simulated 10ms DB query. SSR + data fetching overhead.</li> <li> <strong>Streaming SSR</strong> — <code>defer()</code> + Suspense with 200ms delayed data. St
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<p>We built <a href="https://github.com/childrentime/pareto" rel="noopener noreferrer">Pareto</a>, a lightweight streaming-first React SSR framework on Vite. Claims are cheap — so we built an automated benchmark suite that runs in CI on every PR, comparing Pareto against <strong>Next.js</strong>, <strong>React Router (Remix)</strong>, and <strong>TanStack Start</strong> on identical hardware.</p> <h2> What We Tested </h2> <p>Four scenarios covering the most common SSR workloads:</p> <ul> <li> <strong>Static SSR</strong> — Page with inline data, no async loader. Pure SSR throughput.</li> <li> <strong>Data Loading</strong> — Loader with simulated 10ms DB query. SSR + data fetching overhead.</li> <li> <strong>Streaming SSR</strong> — <code>defer()</code> + Suspense with 200ms delayed data. St

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