What we are cooking in our lab..

One-Shotting an Apple Silicon Monitor with Claude Opus 4.7

A macOS TUI that shows E-cores, P-cores, GPU, and the Neural Engine — designed, built, published to PyPI, and shipped to Homebrew in a single Claude Code session. Here is the prompt and the result.

Introducing Catalyst: All Your AI in One Place

A multi-tenant AI platform with multi-provider models, Python execution, image generation, web search, and more — deployed at catalyst.voov.ai

Training Your Own ChatGPT on DGX Spark: Getting nanochat to Work with CUDA 13.0

How I adapted Andrej Karpathy's nanochat to run on NVIDIA DGX Spark with CUDA 13.0 - complete training results included

A Much Needed Update for GeoSquare

Major updates to GeoSquare including elevation profiles, GPX viewer, and GeoJSON tools for our 10k monthly users

Add Swap To Linux

How to add Swap to Linux

Building MCP PyExec: Python Execution Server with Docker, Authentication & HTTP Streaming

Complete guide to building a secure Python execution MCP server with Docker isolation, JWT authentication, session management, and HTTP streaming support

Migrating from Static JWT Secrets to JWKS in Supabase

How to upgrade your FastAPI authentication to use Supabase JWKS for better security and performance

Setting up Debugging

Use MCP Inspector for HTTP Streaming

Geo Tracker - Create GPX Files using GPS

Geo Tracker - Create GPX Files using GPS for iOS Devices

GPX Explore - Advanced GPX Viewer

GPXExplore – An Advanced GPX Viewer for iOS and macOS

Walks, Vibes, and Code: Vibe coding a GPX Viewer and iOS HealthKit Exporter using Claude Code

Vibe coding a GPX Viewer and iOS HealthKit Exporter using Claude Code

Python - Extract Literals

AI Generated Code modifidcation on the Fly

Allowing CORS to local Ollama

How to enable CORS and network access for Ollama on macOS, Windows, Linux, and Docker

Optimizing a Streaming API

Evaluating strategies for scalable and efficient development

HTTPLabs - Choosing the Right Path Forward

Evaluating strategies for scalable and efficient development

HTTPLabs - Privacy focussed web tools

Privacy first web tools where data does not leave your browser

Chat UX - Open AI API Proxy

Streaming Response Proxy for Open AI compatible End point

Reviving ObjectGraph Dictionary

We revived ObjectGraph Dictionary - The original Google Suggest like Dictionary

Testing NotebookLM from Google AI

Podcast Generation using Notebook LM

Building a Library Management System Using Only AI (Claude 3.5 Sonnet)

Creating a Library Project for a School Using Supabase, Next.js, and Cloudflare Pages

Upgrading GeoSquare to latest Django

When trying to play with the latest fasthtml framework launched recently, I did not want to use a service provider like vercel or railway…

Playing with Microsoft Florence 2

Testing a new model from Microsoft for Image Captioning, OCR, Segmentation etc

Text Generation WebUI

Installing Text Generation Web UI

Remove Image Background using AI

Remove image backgrounds using AI