FluorineLabs · Vol. 01 · Issue Nº 01 · 2026
Active SaaS · First-Principles · Living Archive · Mumbai
RL / 2026 · Vol. 01 / Issue Nº 01Filed under AI Labs · Experiments · FailuresApache-2.0 · Mumbai, EarthLive GitHub · misterchange
FluorineLabs Collective · Nº 01

Architecting intelligence through first-principles Thinking & AI solutions.

04SaaS AppsShipped
03R&D ProjectsDocumented
07Tech StacksExplored
FluorineLabs.
FluorineLabs Collective manifesto
“Think Different.”
I.LIVING ARCHIVE / AI SOLUTIONS6 solutions loaded001 / 004
The Archive · Nº 01.5

We build from first principles, treating code as canvas.

Snipe.Video
Active SaaS2025

Snipe.Video

The operating system for podcasters. Paste a YouTube link and get 10 viral clips ranked by Hook, Energy, and Sentiment scores. Repurpose AI generates threads, posts, and newsletters from transcripts automatically.

SaaSNext.jsRazorpayVideo AI
Runyard.dev
Open Source2025

Runyard.dev

Find local LLMs that actually fit your machine. Enter GPU and VRAM — Runyard detects compatibility across models, ranks estimated tokens/sec, and provides Anchor API to call multiple providers from one port.

Next.jsLLMsGPU ToolsOpen Source
Blockhub.dev
Web3 Platform2024

Blockhub.dev

A code editor built for blockchain developers. Generate smart contracts, deploy Web3 applications, and integrate with Ethereum, Solana, and other chains in seconds with instant code suggestions.

SolidityNext.jsWeb3.jsEthereum
Coderot.space
Dev Tool2026

Coderot.space

Stop doom scrolling while your AI writes code. Coderot interrupts editor saves with a 10–60 second brain game (Wordle, Tetris, Minesweeper, 2048) before handing control back. Compete live in Duels mode.

VS CodeNext.jsGamesDevTools
Pulse Oximeter — Covid-19
First-Principles2021

Pulse Oximeter — Covid-19

During Covid-19 when oximeters were priced at $50–$100 and out of stock, we redesigned one from first principles — replacing the battery and display with a smartphone to bring costs down to ~$5.

HardwareCovid-19First PrinciplesPrototype
AntiTheft Helmet — Bounce
First-Principles2022

AntiTheft Helmet — Bounce

Built for Bangalore-based Bounce sharing startup to stop daily helmet thefts. Integrated BLE and an buzzer alarm inside the helmet that triggers when moved beyond a set scooter radius.

BLEHardwareIoT AlarmPilot Stage
II.MANIFESTO / LAB THESISFluorineLabs Collective Volume 01002 / 004
About the Collective · Nº 02

We build AI solutions from the ground up.

Every breakthrough requires rigorous R&D. At FluorineLabs, we extract first-principles knowledge from our experiments, and use those lessons to build robust, practical SaaS tools for developers, podcasters, and Web3 builders.

FIG. 01 / RL-26Plate Nº 01SHA · a1b2c3dComposed in FluorineLabsFluorineLabs AI Research Lab
Engineering Arsenal

Built on robust, modern architectures.

Our research team specializes in hands-on building, experimenting with high-performance stacks and advanced artificial intelligence paradigms.

TransformersDiffusion ModelsRL & SFTRAG FrameworksDistillation
Python
PyTorch
LangChain
MCPs
Next.js
React.js

FluorineLabs works with composability, developer empathy, and continuous try.

misterchangeLead Builder
Vibe CodingMethodology
First PrinciplesPhilosophy
Local-firstArchitecture
IV.STUDIO SERVICESEngineering Offerings004 / 007
What We Build · Nº 04

Software that actually solves problems.

AI Workflow Automation

Custom AI agents for automating business workflows including lead capture, customer support, and reporting.

Lead Generation & Marketing

AI agents that qualify leads, send personalized outreach, and automate campaigns across WhatsApp and email.

Customer Support AI

AI-powered customer support automation handling FAQs and routine queries through WhatsApp and helpdesk platforms.

Rapid Prototyping (MVPs)

From 0 to 1 in weeks. We build production-ready proofs of concept across Web, Mobile, and Web3.

V.AI ACADEMYLearn Vibe Coding005 / 007
Educational Tracks · Nº 05

Master the art of AI engineering.

Live Now

3D Website Design Mastery

Build immersive, interactive websites with Three.js, React Three Fiber, GLSL shaders, and modern WebGL pipelines. From scene composition to performant 3D UX.

Waitlist

Local LLMs & Hardware

A deep dive into running uncensored AI models on your own GPU. Covers memory optimization, quantization, and fine-tuning.

Coming 2026

Enterprise RAG Systems

Build scalable Retrieval-Augmented Generation pipelines using vector databases and Python frameworks.

V.KNOWLEDGE BASE / FAQQuestions005 / 006
Common Queries · Nº 06

Not a vendor, your technical co-founder.

What is the FluorineLabs Collective?

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How is FluorineLabs different from large IT consultancies?

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What is the typical project timeline?

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Do you offer ongoing support?

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III.COMMUNICATION / CONNECTOpen for Research Node004 / 004
FluorineLabs Studio · Nº 07

Let’s build something open and unforgettable.

Have a hard problem, a wild micro-SaaS thesis, or want to deploy local LLM layers? Star us on GitHub or drop a message to connect.

● Live NodeActive Mumbai Studio · 19.0760° N, 72.8777° E
FluorineLabs connect studio
From the fieldLive status · 2 active nodes
·19.0760° NMumbai·STATUSActive Research·Snipe.VideoOnline·Runyard.devOnline·Coderot.spaceOnline·Stealth NodeCooking·19.0760° NMumbai·STATUSActive Research·Snipe.VideoOnline·Runyard.devOnline·Coderot.spaceOnline