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Alerts Server Pusk 16 MB on Go

https://sudonull.com/alerts-server-pusk-16-mb-on-go

Self-hosted Pusk: 16 MB binary with Bot API, WebSocket, ACK for Zabbix/Grafana. No Postgres, bot migration in 1 line. Install for reliable monitoring without external services.

Starlette 1.0.0: deletions and fixes

https://sudonull.com/starlette-1-0-0-deletions-and-fixes

Starlette 1.0.0 Release Overview: deprecated API removed, WebSocket and forms fixed. Migration to lifespan, code examples. For middle/senior dev.

PII Protection in LLM according to 152-FZ without UX loss

https://sudonull.com/pii-protection-in-llm-according-to-152-fz-without-ux-loss

Implementation of PII token substitution for LLM on NestJS: compliance with 152-FZ, WebSocket streaming, PostgreSQL encryption. Instructions for developers of AI solutions in RF. Read details.

Picows: the fastest WebSocket for asyncio without compromises

https://sudonull.com/picows-the-fastest-websocket-for-asyncio-without-compromises

Analysis of picows architecture — WebSocket library with zero-copy processing and minimal latency. For algorithmic trading and high-load systems. Learn how it works.

RCE in Marimo CVE-2026-39987: exploit in 9 hours

https://sudonull.com/rce-in-marimo-cve-2026-39987-exploit-in-9-hours

Critical pre-auth RCE in Marimo up to 0.23.0 gives root-shell via WebSocket. Sysdig: attack 9 hours after advisory. Update, rotate secrets, protect AI toolchain. Detailed analysis and measures.

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