Curated workspace, will be updated.

AltSource Hub

By Bljeona — A Creative Developer

A yearly library of things I’m exploring, using, and recommending.

This year’s focus is entirely on my own projects, custom mini web tools, and new APIs I test along the way. Crafted in real-time to document my experiments and share what actually works for me and how bored I am.

The Stack

Java, Spring Boot, Next.js, Astro, TypeScript, Tailwind

Beyond Code

Painting, tennis, and chasing raw APIs.

Beyond the IDE

Interests & Architecture

System Diagnostics
Profile System
Telemetry Insights
01 / Active R&D Focus

Maxing out model token limitations to engineer real-time AI lie & hallucination detection vectors.

02 / Utility Philosophy

Building custom tools my non-technical friends text me to ask for-delivered in the simplest, completely kostenlos way possible.

03 / Fine Arts

Painting physical canvas textures to ground digital logic. FYI this is my way of turning off the computer and "touching the grass".

04 / Kinetics

I play tennis and the wannabe-tennis (ifykyk). Mini-golf is on my "to try" list too.

AltSource Hub

My personal hub. To be honest, it’s still completely unfinished, but it looks incredibly cute and clean so that's why I shared it. Plus, my boyfriend literally needs the timetracker to survive his work week, so here we are. Low-maintenance utilities left completely alone in their cozy browser tabs.

manifest.json
UTF-8 // JSON-Object
{
  "identity": {
    "handle": "Bljeona",
    "role": "Creative Developer",
    "coordinates": "48.1351° N, 11.5820° E"
  },
  "activeExploration": {
    "vector": "LLM Hallucination Logits",
    "coreQuestion": "How to mathematically detect an AI lying in real-time?",
    "telemetry": [
      "Log-prob tracking",
      "Logit bias cross-examination",
      "Temperature stepping"
    ]
  },
  "runtime": {
    "computation": "Local Client-Memory",
    "serverOverhead": "$0.00 / month",
    "blueprint": "Decoupled SSG + Vanilla API"
  }
}

Whats new?

My active research right now is 5% architectural strategy and 95% a TikTok doomscroll about Claude AI, courtesy of an algorithm that won't let me forget the time I googled 'Claude vs Gemini'. Its fun tho. Also, AltSource hub, is for Alternative Sources that are free, like my ColorsHub.

Collaborate

Suggest a project for me

The hub stays tightly curated, but I am always looking for exceptional open-source libraries, custom dev tools, or unique APIs to test. If you built something cool or found a tool I should expreiment with, let me know.