// SYSTEM_ID: RSOUTAR
Software & DevOps Engineer specializing in backend services, cloud infrastructure, and AI teaching for organizations to 10x their output.
Backend services, event-driven systems, CI/CD pipelines, cloud infrastructure, and Kubernetes deployments.
[ BOOK_A_CALL ]How LLMs work, AI strategy and implementation for organizations looking to 10x their output.
[ LEARN_MORE ]Curated open source repositories including opencode-wiki, symphony, claw-screener, and claude-code-subagents-collection.
[ VIEW_SOURCE ]
> May 2026 · 7 min read
A 32-bit unsigned integer overflow in XNU kernel freezes TCP timestamps after ~49.7 days. TIME_WAIT connections pile up, ephemeral ports die, and new TCP sockets? Nope. Reboot or bust.
> Apr 2026 · 7 min read
Anthropic’s shiny new model crushes benchmarks… but only after turning off the sandbox, stripping defenses, and using pre-known crashes. My skeptical thread just got visual proof. Classic AI-lab marketing or actual game-changer? Let’s dissect the fine print (with laughs).
> Apr 2026 · 9 min read
Anthropic just unleashed an AI that hunts zero-days better than most humans, partnering with Big Tech to patch the internet's oldest skeletons. Your Kubernetes cluster (and that Node.js app) just got a very smart bodyguard.
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