9 specialized agents catch hallucinated packages, security gaps, and anti-patterns before they become expensive mistakes.
The Problem
AI confidently suggests packages that don't exist. You npm install, nothing works, and you've wasted an hour debugging.
AI doesn't think about security. Hardcoded API keys, missing RLS policies, exposed debug endpoints - all common AI outputs.
AI forgets patterns from earlier in the conversation. You end up with 3 different error handling approaches in the same file.
AI loves textbook patterns. Factory pattern for one class? Strategy pattern with one strategy? It happens constantly.
The Solution
Each agent is specialized for a specific class of AI coding mistakes. They work together to catch issues before they compound.
Catches hardcoded secrets, missing RLS policies, exposed debug routes, and unverified webhooks.
Stops scope creep, flags files over 300 lines, catches pattern inconsistencies.
Reviews migrations, ensures foreign keys, validates schema changes.
Pre-deploy checklist that blocks shipping if Vibe Coder Score is below threshold.
Ensures error tracking and logging are properly configured before you ship.
Catches the 10 AI anti-patterns: hallucinations, over-commenting, context amnesia.
Gamified safety score (0-100) across security, code quality, architecture, dependencies.
One-page deploy confidence report with go/no-go decision and rollback plan.
Learns from fixed issues to prevent repeats. Your codebase's institutional memory.
Key Features
Community-sourced database of packages AI commonly invents. Blocks them before you waste time debugging.
Network Effect MoatOpinionated guardrails that STOP commits (not just warn) for critical issues. Secrets, missing RLS, hallucinated packages.
Opinionated by DesignGamified 0-100 score per repo. Track improvement over time, compete with yourself, ship with confidence.
GamificationNative MCP server integration. Protection runs alongside your AI coding assistant, not as a separate tool.
Ecosystem Lock-inOne-page pre-deploy confidence report. Know exactly what's shipping, what's risky, and how to rollback.
Deploy ConfidenceChecks enterprise tools miss: exposed .env files, hardcoded localhost URLs, missing rate limiting.
Niche FocusOne number that tells you if your codebase is ready to ship.
Start free, upgrade when you ship.
Perfect for side projects
For serious indie hackers
For small teams
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