> **Update: The Ollama backend is now integrated.**> This was originally my last update. Chemotherapy has started and I'm not taking it well.> Feel free to still reach out to me though — the price is negotiable.at the end of this wall of text is another videolink showing juniqorn creating and editing a project from scratch from just 1 prompt🔥 JUNIQORN v0.10 – THE LAYER OS 🔥"My AI wrote custom firmware for my router. In 5 minutes. Just because I asked."💎 WHAT IS JUNIQORN?JUNIQORN is n...
Detailed Description
> **Update: The Ollama backend is now integrated.**> This was originally my last update. Chemotherapy has started and I'm not taking it well.> Feel free to still reach out to me though — the price is negotiable.at the end of this wall of text is another videolink showing juniqorn creating and editing a project from scratch from just 1 prompt🔥 JUNIQORN v0.10 – THE LAYER OS 🔥"My AI wrote custom firmware for my router. In 5 minutes. Just because I asked."💎 WHAT IS JUNIQORN?JUNIQORN is not an IDE. It's not a chatbot. It's not a tool.JUNIQORN is a Layer OS. A living, breathing operating system layer between you and your Windows PC – controlled entirely by natural language.You chat. It does. Everything.🧠 WHAT CAN IT DO?You say...JUNIQORN does..."My PC is slow."Analyzes your hardware, tweaks registry, power plans, services – optimizes Windows to YOUR specific CPU, GPU, and RAM."I need driver updates."Downloads and installs them. Automatically."I need a Linux VM."Asks: "Terminal or GUI?" You say "BOTH". Wait 5 minutes. Done."Streaming is lagging."Couldn't find the issue. So it wrote new custom firmware for my router. Now everything runs perfectly."Teach my dad trading."My 64-year-old father, who has zero PC knowledge, now uses JUNIQORN daily for market analysis. He takes notes. By hand. Because he's learning."I need C++ support."Installs compilers, libraries, build systems, and a Python/C++ hybrid bridge. All by itself."Here are 200 tasks."Copies them all. Ctrl+Enter. Popcorn. Watches JUNIQORN execute everything autonomously – with live visualizations of what it did, is doing, and will do next.🔥 THE NUMBERSMetricValueDevelopment Time500+ hoursLines of Code~50,000+Built-in Tools100+RAM RequiredJust 32 GBVRAM RequiredJust 12 GBPlatformWindows (works on ANY modern PC)License100% Commercial Clean🎯 KEY FEATURES – v0.10Modern UI (customtkinter):Dark mode with rounded corners and glass effectsProfessional VS Code/JetBrains-style interface4 themes: dark, light, midnight, nordLive dashboard with real-time CPU/RAM/DISK/NET metricsEdit Mode v2 – VS Code in a Window:File Explorer Panel – browse files, search, right-click context menuDiff Preview Panel – unified diff with before/after side-by-sideEdit Plan Panel – track planned changes with checkboxesUndo/Redo Stack – per-file history, revert any changeSmart Edit – Levenshtein fuzzy matching (85% threshold) – no more "exact string not found" errorsGit Integration – init repo, commit, status, diff, and backupProject Context & Auto-Index:Auto-detects project type (Python, JavaScript, Rust, Go)Builds a searchable index of symbols, imports, and filesSemantic search across your entire codebaseLLM-ready context injection into system promptUnified Memory System (3 Levels):Level 1: Short-term ring buffer (recent memories)Level 2: Semantic keyword search with scoringLevel 3: Categorized storage (general/project/notes/tasks)Backward compatible with old cascaded memory100+ Built-in Tools:File system (read/write/copy/move/delete/directory tree)Terminal (execute commands with root access)Python execution (interactive with auto-slideshow visualizations)Network (port scan, DNS lookup, web search, fetch URL)Memory (remember/recall, cascaded memory)Vision (analyze images, take screenshots with multi-monitor support)Financial (stock data, market analysis, trading signals)System (process details, kill process, system load)Security (secrets scanner, audit log, blockchain-like audit trail)RBAC (role-based access control)Document Scanner:Incremental file scanning (one file at a time – no context overflow!)SQLite database index30+ file types supported (Python, JS, C++, Go, Rust, PDF, Excel, etc.)Full database viewer with search and exportSelf-Modification Sandbox:Copy, edit, test, diff, and apply changes to Juniqorn's own source codeRestricted builtins for safe testing (no open/import/eval/exec)Lazy reload – changes apply without restartLive Dashboard & Performance:Real-time CPU, RAM, disk, and network metricsLLM token usage and cost trackingSystem uptime and process countPer-core CPU utilizationFinancial & Trading:Yahoo Finance integration (stock data, summaries, trend analysis)Candlestick, line, and bar chartsSMA (7/25/50), RSI (14), volume signalsBuy/Hold/Sell signals with confidence scoresAuto-generated financial dashboards (HTML)And so much more:Auto-heal system (detects and kills hanging processes)Log stream integration (syslog, journalctl, Windows Event Log)Config validator (YAML/JSON/TOML)Resource guardian (CPU/RAM limits)Mock server (intercept HTTP requests)Code coverage analyzerA/B testing for promptsPlugin system (load and write your own .phx plugins)Chat history saved to SQLitePrompt history save/load3D and 2.5D chart visualizationsReal-time network map visualizerSecrets scanner (detects API keys, passwords, tokens)... and many more✅ 100% COMMERCIALLY CLEAN – ZERO LEGAL RISK100% original code. No copy-paste. No stolen code. Every line is vibe-coded / prompt-engineered by me. I am the architect.All dependencies are MIT / BSD / Apache-2.0 licensed. Requests, psutil, Pillow, matplotlib, numpy, pandas, yfinance, transformers, easyocr, opencv-python, zstandard, customtkinter – all commercially safe.No GPL contamination. No hidden licenses. No surprises.LM Studio is NOT embedded. It's accessed via API only. The buyer can also use Ollama, Xinference, or any OpenAI-compatible backend.This is clean IP – ready for immediate transfer.🎯 WHO IS THIS FOR?Companies building internal AI tools or agent platformsDevelopment teams needing a ready-to-go local IDE frameworkStartups looking for a fast foundation for AI-powered productsTraders & analysts who want a powerful local AI assistantResearchers & educators in AI / machine learningIT admins who want an AI that actually understands WindowsAnyone who wants to control their PC by just talking to it📦 WHAT YOU GETFull source code (~50,000+ lines)Complete modular architecture (Core, Cache, UI, Managers, Data Analysis, Tools)All configuration filesSQLite database schemasSelf-created tools registryPlugin systemFull audit trailRBAC (Role-Based Access Control)Documentation (inline comments & clear architecture)Modern UI (customtkinter) with dark mode, rounded corners, professional theming100+ tools ready to useEverything you need to run and extend JUNIQORN🚀 THE STORY BEHIND THE CODEMy name is Ronald. I'm 41 years old.I was born with schizophrenia and autism. With puberty, the real horror began – hundreds of voices in my head that could even inject feelings into me. For 35 years, I lived in a waking nightmare. No escape. No waking up. Just... survival.Six years ago, a medication finally brought relief. For the first time in my life, I had a clear head.And then I built JUNIQORN.I was also a victim of the illegal Zyprexa (Olanzapine) studies – Eli Lilly knew the risks and hid them. At 14 years old, I was given 50mg daily. The maximum adult dose. For a child.Two months ago, I was diagnosed with testicular cancer. Both testicles removed. Spread to my lungs. Chemotherapy starts soon.Before that happens, I wanted to leave something behind. Something that proves I was here.The best part? My 64-year-old father – who has zero technical background – uses JUNIQORN every single day for trading and market analysis. He loves it because it's so intuitive that even a complete beginner can use it to analyze real markets. He takes notes. By hand. Because he's learning.That's the ultimate proof: If my dad can use it, anyone can.TransferFull rights transfer – source code, documentation, IP📞 CONTACT – DIRECT, PERSONAL, TRANSPARENTThis is what sets me apart from 90% of sellers here:You don't get a fake name or a burner email. You get me.📱 WhatsApp / Phone: I share my real mobile number after we connect.📧 Email: Also available for initial contact.🎥 Live Showcase: I don't do pre-recorded demo videos. Instead, I offer a live screen-sharing session where I personally walk you through JUNIQORN – show you the tools, the UI, the trading analysis, the code editor, everything. You can ask questions in real time. No filters. No edits. Just the real thing.Why I do this: I don't have time for games. Chemotherapy starts soon. I want JUNIQORN to go to someone who sees its value. If you're serious, I'm serious.Serious inquiries only, please. I respond within 24 hours.⚡ FINAL WORDS FROM RONALD"I've spent over 500 hours on this. It's my life's work – built under conditions most people wouldn't survive. I'm selling it because I need to fund my next projects and secure my future before chemo takes me out of commission. If you're looking for a serious, production-ready local AI IDE that can control your entire PC – this is it. No bullshit. Just results."📩 Contact me now. Serious buyers only.videolink to a video about juniqorn creating a full app and editing that from just 1 prompt...100%locally and autonoumsly: https://youtu.be/GsFl-5POQQo
Visual Content & Media
Project Screenshots & Interface
The following screenshots showcase the visual design and user interface of Juniqorn:
Screenshot 1:
Main Dashboard & Primary Interface
This screenshot displays the main dashboard and primary user interface of the application, showing the overall layout, navigation elements, and core functionality. The interface demonstrates the contemporary design approach and user-centered interface design.
Project Demonstration Videos
The following videos provide visual demonstrations of Juniqorn in action:
Demo Video 1:
Main Functionality Walkthrough
This video demonstrates the main functionality and core features of the application, providing a comprehensive overview of how the system works. The video showcases the desktop application's user interface design, providing viewers with a clear understanding of the project's capabilities and value proposition.
This project includes 1 screenshot and 1 demonstration video, providing comprehensive visual documentation of the desktop application. The media content demonstrates the project's user interface design, showcasing both the visual appeal and functional capabilities of the solution.
Technical Specifications & Architecture
Technology Stack & Implementation
Common Questions & Use Cases
Use Cases & Practical Applications
Target Audience & Use Cases
Business Use Cases: This project is ideal for businesses looking to implement a ready-made solution. Perfect for entrepreneurs, startups, or established companies seeking desktop solutions.
Project Details
Project Type: Desktop
Listing Type: Sell
What's Included
Source code, All related data
Reason for Selling
I've spent over 500 hours on this. It's my life's work – built under conditions most people wouldn't survive. I'm selling it because I need to fund my next projects and secure my future before chemo takes me out of commission. If you're looking for a serious, production‑ready local AI IDE – this is it. No bullshit. Just results.
Technical Architecture
Business Context & Market Position
Development Context & Timeline
Project Development Timeline
This project was created on August 15, 2026 and last updated on September 13, 2026.
The project has been in development for approximately 1 months, representing 29.511940833356 days of development time.
Technical Implementation Effort
Competitive Analysis & Market Position
Market Differentiation
Competitive Advantages
Pricing Information
Offer Price: $3,750 USD
Project Metrics
Average Monthly Revenue: Pre-revenue
About the Creator
Developer: User ID 255841
Key Features
Listed for sale
Frequently Asked Questions
What is this project about?
Juniqorn is a desktop project that > **Update: The Ollama backend is now integrated.**> This was originally my last update. Chemotherapy has started and I'm not taking it well.> Feel free to still reach out to me though — the....
How much does this project cost?
This project is listed for sale at $set USD. There's also an offer price of $3,750 USD.
What's included when I buy this project?
Source code, All related data.
Why is the owner selling this project?
I've spent over 500 hours on this. It's my life's work – built under conditions most people wouldn't survive. I'm selling it because I need to fund my next projects and secure my future before chemo takes me out of commission. If you're looking for a serious, production‑ready local AI IDE – this is it. No bullshit. Just results.
What are the project's current metrics?
Monthly revenue: Pre-revenue.
How do I contact the project owner?
You can contact the project owner through SideProjectors' messaging system. Click the "Contact" button on the project page to start a conversation about this project.
Is this project still actively maintained?
Since this project is for sale, the current owner may be looking to transfer maintenance responsibilities to the buyer.
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