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doogle left a comment
Trust is the biggest hurdle for AI adoption right now. I've been focusing on "intent locking" to stop AI agents from adding unsolicited features or over-engineering code, but the security side is just as critical. Is Koidex primarily looking at malicious code patterns, or can it also detect when an AI model starts behaving "off-spec" during long sessions? Great tool for the current ecosystem!
KoidexKnow if a package, extension, or AI model is actually safe
doogle left a comment
Quick update for everyone! 🚀 I've been asked a few times how Vibe-to-Spec compares to just using "Custom Instructions" in Cursor. The key difference is the structural consistency—we enforce a Markdown schema that AI agents find much easier to follow without hallucinating. I’d love to hear: what’s your biggest pain point when prompt engineering for long coding sessions?
Vibe-to-SpecConvert natural language into precise specs for AI agents
doogle left a comment
Hi Product Hunt! I'm the builder of Vibe-to-Spec. I built this because I was tired of Claude hallucinating and Cursor eating my tokens during long coding sessions. If you're like me—starting with a "vibe" but needing a "spec" to get the job done right—this tool is for you. It locks your requirements into a structured Markdown format that ensures AI agents stay within boundaries. 🎁 Special for...
Vibe-to-SpecConvert natural language into precise specs for AI agents
Stop AI coding agents from over-engineering. Vibe-to-Spec is the essential bridge between vague ideas and precise execution for Claude, Cursor, and Windsurf users.
Why use it?
- Stop Claude/Cursor from rewriting entire files and losing logic.
- Drastically reduce token waste by providing AI with a rigid "Ground Truth".
- Perfect for "vibe coding" sessions that need to transition into stable production code.
Turn your vibes into engineering specs that any LLM can follow.
Vibe-to-SpecConvert natural language into precise specs for AI agents