Zaisha

Updated Oct 26, 2026

Python vs Mojo for AI Workloads: Syntax, Performance, and Linux Setup

A hands-on benchmark comparing Python and Mojo on Ubuntu 24.04 LTS for matrix multiplication and token parsing workloads.

Claude 3.5 Sonnet vs DeepSeek-V3 for Bash Script Refactoring

A hands-on test of Claude 3.5 Sonnet and DeepSeek-V3 across 5 demanding Linux shell automation tasks to determine code accuracy and safety.

Cursor vs VS Code with Continue: Developer Workflow Comparison on Linux

Comparing the popular proprietary AI editor Cursor with the open-source VS Code + Continue.dev setup for Linux software engineering.

Running Faster-Whisper Locally on Linux for Fast Audio Transcription with CUDA

Achieve 4x faster speech-to-text transcription locally on Linux using CTranslate2 and Whisper models without cloud fees.

Z

Zaisha

Verified 3 min

Local Image Generation

Updated Oct 26, 2026

How to Run ComfyUI Locally on Ubuntu with NVIDIA GPU Acceleration

Complete step-by-step setup guide for running ComfyUI on Ubuntu 24.04 LTS with PyTorch CUDA acceleration and FLUX model workflows.

Ollama vs vLLM on Linux: Memory Usage and Token Latency Benchmarked

An empirical comparison between Ollama and vLLM for running open-source LLMs on Linux, measured across latency and memory metrics.

Hardening SSH and Configuring UFW Firewall on Ubuntu 24.04 LTS

A checklist and implementation guide for securing an Ubuntu server: Ed25519 keys, password authentication disablement, and UFW rate limiting.

How to Quantize Hugging Face Models to GGUF Using llama.cpp on Ubuntu

Convert raw Hugging Face transformer checkpoints into memory-efficient GGUF files ready for zero-latency execution in Ollama and LM Studio.

Z

Zaisha

Verified 3 min

Local Image Generation

Stable Diffusion WebUI Forge vs Automatic1111: Linux VRAM Usage and Speed Compared

A head-to-head comparison of SD WebUI Forge and Automatic1111 on Ubuntu 24.04 LTS: VRAM consumption, generation speed, and SDXL compatibility.

Hardening systemd Services with Sandboxing and Capabilities in Linux

Turn systemd into a zero-overhead container sandbox to isolate web services, background bots, and database daemons from system compromise.

Automating Scheduled Server Backups with Restic and Systemd Timers

A production guide to configuring encrypted, deduplicated backups on Linux with Restic, managed by native systemd service timers.

Managing Multiple Node.js Versions on Linux Using NVM

Learn how to install and manage Node.js versions on Linux with NVM, setting project defaults and avoiding npm permission issues.

Z

Zaisha

Verified 3 min

Articles by Zaisha

Python vs Mojo for AI Workloads: Syntax, Performance, and Linux Setup

Claude 3.5 Sonnet vs DeepSeek-V3 for Bash Script Refactoring

Cursor vs VS Code with Continue: Developer Workflow Comparison on Linux

Running Faster-Whisper Locally on Linux for Fast Audio Transcription with CUDA

How to Run ComfyUI Locally on Ubuntu with NVIDIA GPU Acceleration

Ollama vs vLLM on Linux: Memory Usage and Token Latency Benchmarked

Hardening SSH and Configuring UFW Firewall on Ubuntu 24.04 LTS

How to Quantize Hugging Face Models to GGUF Using llama.cpp on Ubuntu

Stable Diffusion WebUI Forge vs Automatic1111: Linux VRAM Usage and Speed Compared

Hardening systemd Services with Sandboxing and Capabilities in Linux

Automating Scheduled Server Backups with Restic and Systemd Timers

Managing Multiple Node.js Versions on Linux Using NVM