Knowledge Hub - Unified Archive

📖 Poetry Collection

Creative Verse & Haiku

A curated collection of 8 poems including haikus, alliterations, and onomatopoeia. Topics range from food to nature to technology.

"I eat potatos
They are not good for my heart
they are so so yuck"

8 Poems Haiku Creative

⚖️ Court Brief

Aaron v. Bondi (2026)

25-page defendants' reply brief filed in US District Court for the District of Columbia. Case no. 1:25-cv-04250-DFL

First Amendment Coercion Claims
Platform Content Moderation
Government Retaliation Analysis
Standing & Injunctive Relief

25 Pages Legal 2026

🔐 Ollama + Nginx

Securing Local LLM Deployment

Complete guide to securing Ollama with Nginx reverse proxy using HTTP Basic Auth or Bearer Token authentication via Docker Compose.

HTTP Basic Authentication Setup
Bearer Token (API Key) Auth
Docker Compose Deployment
User Management & Testing

Docker Security LLM

☁️ Cloud Comparison

Hetzner vs Vast.ai

Detailed comparison of cloud infrastructure providers: pricing, GPU fleet, services, and company details. Hetzner VPS from $5.23/mo, Vast.ai from $0.02/hr.

VPS & GPU Pricing
51 GPU Models Available
Storage & Bandwidth Costs
Service Comparison

Cloud GPU Pricing

🐍 Python Utility

Batch Process Script

Python script for organizing markdown files by domain. Extracts URLs from frontmatter, creates domain-based directory structure, and moves files automatically.

URL Extraction (YAML frontmatter)
Domain Parsing & Organization
Automatic File Movement
Error Handling

Python 3 Automation File Management

🤖 AI Model Selection

How to Choose an LLM in 2026

Comprehensive framework for selecting the right language model. Compares Claude Opus 4.6, Gemini 3.1 Pro, GPT-5.4, DeepSeek by use case and budget.

Use Case Matching Guide
Pricing Tiers & ROI
Benchmark Comparisons
Open Source vs Proprietary

LLM 2026 Benchmarks

🥔 Potato's

I eat potatos
They are not good for my heart
they are so so yuck

Haiku Food

🐠 Discus Fish

Discus fish are cool
They come in a lot of colours
They are at my house

Haiku Nature

🍔 Macca's

I love MacDonalds
Maccas is so good for your health
Eat lots of maccas

Haiku Humorous

🍂 Autumn Leaves

Autumn leaves are pretty
They come in many colours
They are amazingly cool

Haiku Seasons

Alliteration #1

Intelligent Isaac has incredible iPads

Alliteration Wordplay

Alliteration #2

Amazing aliens attack alligators

Alliteration Wordplay

Onomatopoeia

Sound representation through language

Literary Device

⚖️ Joshua Aaron v. Pamela J. Bondi

Defendants' Reply in Support of Motion to Dismiss

Case Number: 1:25-cv-04250-DFL
Filed: April 24, 2026
Court: US District Court for the District of Columbia
Pages: 25

Claims Analyzed:

First Amendment Coercion Claim
First Amendment Retaliation Claim
Government Action / Platform Moderation
Article III Standing Requirements
Injunctive Relief Eligibility

                            Core Argument: Plaintiffs fail to establish standing because Apple's removal of ICEBlock app is traceable to independent content moderation incentives, not government coercion.
                        

First Amendment Civil Litigation 2026

🔐 Securing Ollama with Nginx

Local LLM Deployment Security

Complete Docker Compose setup for running Ollama locally with Nginx reverse proxy authentication. Two authentication approaches included.

Two Authentication Methods:

HTTP Basic Auth

Username & password. Simple .htpasswd file management.

Bearer Token Auth

API key based. Lua script for dynamic key validation.

Key Features:

Docker Compose deployment
Ollama + Nginx integration
Hot-reload credential management
Timeout configuration for LLM responses
Easy user/key management

Docker Nginx Security

☁️ Hetzner vs Vast.ai

Infrastructure Provider Comparison

Comprehensive analysis comparing two major cloud providers for compute and GPU resources.

Hetzner Highlights:

Affordable VPS ($5.23-$22.70/mo)
German company, GDPR-friendly
6 data center locations
Free egress (1-60 TB/mo)

Vast.ai Highlights:

10,000+ GPU marketplace
Starting $0.02/hr GPU rental
51 GPU models available
SOC2 certified security

Cloud GPU Pricing

🐍 Batch File Processor

Markdown Organization Script

Python utility that automatically organizes markdown files by domain. Extracts URLs from YAML frontmatter, parses domains, and moves files into domain-based directory structure.

Features:

YAML frontmatter parsing
URL extraction (link: & source: fields)
Domain-based directory creation
Automatic file movement with error handling
Console feedback on operations

import os

import shutil

from pathlib import Path

from urllib.parse import urlparse

Scans source directory for .md files, extracts domain from frontmatter URL, creates target directories, and moves files accordingly.

Python 3 File Automation DevOps

🤖 How to Choose an LLM in 2026

AI Model Selection Framework

Comprehensive guide to selecting the right language model based on use case, budget, and deployment requirements. Compares frontier and open-source models with benchmark data.

Top Recommendations by Use Case:

Use Case	Best Choice
Coding	Gemini 3.1 Pro (93.5)
Math & Reasoning	GPT-5.4 (AIME 99)
Long Documents	Gemini 3.1 Pro (1M context)
Multimodal	Gemini 3.1 Pro (MMMU 95)
Budget Option	DeepSeek V3 ($0.27/M)

Pricing Tiers:

Budget: $0.05-0.50/M input tokens
Mid-Tier: $0.50-5/M (Best value)
Frontier: $5+/M (Peak performance)

                            Default Pick for 2026: Gemini 3.1 Pro at $2/$12 per million tokens. Strongest mainstream value with balanced performance across all categories.
                        

LLM Benchmarks Cost Analysis