Every dev team has lost hours to .env problems. A missing variable breaks a deploy. I built Razify to make all of that stop happening. Razify is a single binary CLI tool for .env file management. No cloud account No tracking No Go installation required Works with Node.js, Python, Ruby, Laravel, Rails — anything that uses .env files. razify scan .env Detects leaked secrets using 80+ regex patte
VibeNVR v1.28.0 and v1.28.1 introduce a major architectural shift in how the AI engine is managed. This release lays the foundation for a proper multi-model AI pipeline: Multi-model TFLite support: choose between YOLOv8 and MobileNet SSD v2, optimizing for precision or speed Global AI Engine: model and hardware selection moved to System Settings for centralized management NMS (Non-Maximum Suppress
I got tired of not knowing why users were dropping off in my app. Heatmaps show you where people click. Analytics show you when they leave. But nothing tells you how they felt while using it. So I built SessionMood API — a REST API that scores user mood in real time based on behavioral events. You send behavioral events from your frontend: fetch("https://session-mood-api-production.up.railway.app/
Thanks to AI, I've spent more time architecting and building apps, which means I spend a lot of time looking at frontier models and agonizing over token use. I’ve also been battling a very modern affliction: token consumption anxiety. It feels modern AI-powered app architecture is asking us slaps an LLM at the front door. You want to dynamically pick the best model for a specific task? Great, the
Ollama makes it easy to run open-weight models locally, but it does not ship an MCP client. The MCP protocol is handled at the client layer, not inside the LLM itself. To use MCP servers with a local Ollama model, you need a bridge that speaks MCP on one side and the Ollama API on the other. MCPFind indexes 832 servers in the ai-ml category, averaging 114.27 stars per server, the highest average a
The Model Context Protocol (MCP) has become the default standard for connecting AI agents to external tools and APIs. Governed by the Linux Foundation since early 2025 and adopted by OpenAI, Anthropic, Microsoft, and Vercel, MCP is the USB-C port of the AI ecosystem — one protocol that lets any LLM application talk to any tool server. But there's a gap between reading the spec and building somethi
If you have spent any real time with Claude Code, you have probably noticed the same problem I did. You write the same instructions in the prompt every other day. "Use four-space indentation here." "Always run the linter after edits." "Format commit messages this way." After the third or fourth repeat, it stops feeling like a prompt and starts feeling like missing config. Skills are how Claude Cod
I Couldn’t Write a SQL Query Today… So I Started Learning SQL from Scratch (Day 1) A beginner’s journey into SQL, databases, and understanding how data powers real-world applications. Today, I got stuck on something that should have been simple. I had to write a SQL query to fetch specific data… And I couldn’t. I tried multiple times: Different queries Different approaches Guessing syntax