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Attack on litellm: credentials theft in PyPI

https://sudonull.com/attack-on-litellm-credentials-theft-in-pypi

Details of litellm 1.82.7/1.82.8 compromise: collection of SSH keys, K8s secrets, exfiltration. Instructions for checking, removal, and rotation. Protect systems from TeamPCP.

Microservices eat up 40% of IT budget: calculations

https://sudonull.com/microservices-eat-up-40-of-it-budget-calculations

Breakdown of costs for Kubernetes and microservices at 30 RPS: 1 million RUB/month on infra, TCO 4 times higher than monolith. Comparison, modular monolith. Save on DevOps and cloud — read the calculations.

eBPF NetFlow traffic monitoring bare metal K8s

https://sudonull.com/ebpf-netflow-traffic-monitoring-bare-metal-k8s

Setting up eBPF/XDP for NetFlow statistics: PERCPU_HASH, sharding, timers. Benchmarks and code for middle/senior dev. Master high-performance telemetry collection.

vLLM Production Stack: basic launch in K8s

https://sudonull.com/vllm-production-stack-basic-launch-in-k8s

Deployment of vLLM in Kubernetes with Production Stack. GPU/CPU settings, tool-calling, multimodal models. YAML configurations and memory optimizations for middle/senior devops.

AI agent for analyzing DevOps alerts with MCP

https://sudonull.com/ai-agent-for-analyzing-devops-alerts-with-mcp

Develop a PoC bot on n8n with Claude and MCP for automatic parsing of alerts in K8s, VictoriaMetrics, Loki. Get ready-made commands and context. Instructions for middle/senior DevOps.

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