local llm hardware fit
by NZ1Labs
Fit and optimize LLMs for 100% VRAM residency on lab GPU nodes using Ollama and llama-server.
by NZ1Labs
Fit and optimize LLMs for 100% VRAM residency on lab GPU nodes using Ollama and llama-server.
by NZ1Labs
Generate stealthy code execution payloads for software distribution channels and minimal Python C2 listeners.
by NZ1Labs
Orchestrate PXE-based Windows repair and recovery environments via iPXE, WinPE, and Linux rescue tools.
by NZ1Labs
Boot and repair dead Windows machines over the network using PXE, iPXE, and remote Linux rescue environments.
by NZ1Labs
Tune Ollama models for 100% VRAM residency and peak throughput by finding the exact zero-spill layer and context limits.
by NZ1Labs
A multi-tier routing system that manages local and remote models across diverse GPU hardware and scheduled renders.
by NZ1Labs
Manage the full local LLM lifecycle: optimize VRAM fit, deploy secure LAN-served apps, and orchestrate GPU training.
by NZ1Labs
Automated LLM fine-tuning orchestration with hardware probing and specific dependency management for homelabs.
by NZ1Labs
Production-grade playbook for serving, fitting, and verifying llama.cpp llama-server on multi-GPU Linux systems.
by NZ1Labs
Prevents process leaks and duplicate background jobs with an automated registry and TTL-based reaper.
by NZ1Labs
Deploy zero-dependency watchdogs to catch and alert on automation failures in real-time.
by NZ1Labs
Automated triage and secret extraction for VMware .vmem and .vmdk memory forensics.
by NZ1Labs
Convert stored XSS into admin account takeover and RCE by exploiting automated reviewer bots.
by NZ1Labs
Automated SSRF bypass, cloud credential theft, and container escape sequence for cloud-native targets.
by NZ1Labs
A prioritized privilege escalation ladder for Linux environments focusing on high-yield misconfigurations and secrets.
by NZ1Labs
Exploit Kerberos trusts, MIT krb5 on Linux, and cross-forest SID History while bypassing common tool limitations.
by NZ1Labs
A technical playbook for identifying, testing, and escalating Insecure Direct Object Reference (IDOR) vulnerabilities.
by NZ1Labs
Identify and exploit Gitea Actions CI/CD vulnerabilities, including auth bypasses and rogue runner registration.
by NZ1Labs
Standardized operational workflow for starting CTF boxes and offensive security engagements.
by NZ1Labs
Execute multi-stage Active Directory cross-forest trust attacks and bypass SID filtering.
by NZ1Labs
Extract client-side crypto keys from JS bundles to forge valid payloads and test server-side trust.