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Agent loop: why AI agents break in prod

https://sudonull.com/agent-loop-why-ai-agents-break-in-prod

Breakdown of 10 000 agent loop steps: 37% errors, 65% overhead, stack changes. Structured architecture reduces failures 17x. For middle/senior dev.

SystemRescue 13.0: kernel updates and HiDPI

https://sudonull.com/systemrescue-13-0-kernel-updates-and-hidpi

New features in SystemRescue 13.0: Linux 6.18 LTS, bcachefs 1.37, yq, HiDPI scaling. Ideal for system recovery. Download ISO and test it.

LeakBase Liquidation: Europol Operation Against Hacker Forum

https://sudonull.com/leakbase-liquidation-europol-operation-against-hacker-forum

Europol Shut Down LeakBase — Largest Forum for Selling Data Leaks. Arrests in 37 Cases, Domain Seizure, Admin Detained in Russia. Operation Details for IT Specialists. Learn Risks and Protection Measures.

eBPF server diagnostics in 60 sec: melisai

https://sudonull.com/ebpf-server-diagnostics-in-60-sec-melisai

Automate Linux metrics collection: eBPF, BCC, procfs to JSON in a minute. 37 anomaly rules, AI integration, rate-metrics. Save 30–40 min per incident. Download and test.

ESI Paradox in Exoplanets: PRI Filter

https://sudonull.com/esi-paradox-in-exoplanets-pri-filter

Physics-Informed ML Reveals ESI Paradox: 71% of 'Earth-like' Planets — Iron Anomalies. New PRI Reduced Catalog to 37 Candidates. Analysis for Astronomers and ML Specialists.

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