Shotgun writes codebase-aware specs for AI coding agents so they don't derail.

The problem we're solving: AI agents made developers fast at building. Also made them fast at building the wrong things. Cursor, Claude Code, Copilot they generate code immediately without asking: does this already exist in your codebase? Does a better solution exist externally?

What Shotgun does:

Research Specify Plan Tasks Export

AI dev tools are evolving crazy fast , every few weeks there s a new must-try for vibe coders.

Some people are building full products with @ChatGPT by OpenAI and @Replit , others swear by @Cursor and @Claude by Anthropic , and a few are mixing @Lovable + @v0 by Vercel + @bolt.new to ship apps in record time.

I ve been refining my own vibe stack lately, trying to find that sweet spot between speed, control, and creativity.
It made me wonder ,what does your setup look like right now?