From a senior to future senior Hackers

Auditing Microsoft Ecosystem Lock-In When a Node App Moves to Azure AI Services

pr0h0•10/9/2026

azurenodejsvendor-lock-incloud-architectureai-infrastructure

LMCache's Unpatched RCE: Reproducing the Public PoC Against an LLM Cache

pr0h0•10/9/2026

securityvulnerabilitylmcachercepoc

Reproducing the Rust tsc '2x Faster' Claim Across Cold Builds, Incremental Rebuilds, --watch, and tsserver

pr0h0•10/9/2026

typescriptrustcompilersbenchmarkingperformance

Running Mellum2.1 Locally for CI Repair: Where a 12B MoE Model Holds Up

JetBrains' Mellum2.1, a 12B MoE open-weight coding agent model reporting 47% on SWE-Bench, is worth running locally for narrow CI repair and PR-review loops — but only if you understand where its sparse-activation architecture and small active-parameter budget stop being enough.

aiopen-weight-modelscoding-agents

Auditing Microsoft Ecosystem Lock-In When a Node App Moves to Azure AI Services

A practical audit checklist for Node.js teams weighing Azure's full-stack AI infrastructure against the ecosystem lock-in that comes with adopting its managed AI services.

azurenodejsvendor-lock-in

LMCache's Unpatched RCE: Reproducing the Public PoC Against an LLM Cache

Reproducing the public PoC for the unpatched LMCache RCE reveals a critical unauthenticated remote code execution vulnerability in LLM caching infrastructure.

securityvulnerabilitylmcache