# VibeCop

> Architecture Integrity & Product Intelligence platform by Maiife. Drift
> becomes doctrine, catch it before it compounds. Scores repositories with
> an Architecture Integrity Index (0-100, the sum of four 25-point axis
> tiles, each reduced by the entropy impact of its findings and floored at
> 0) and detects architectural entropy in AI-generated code.

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## What VibeCop Does

- Reviews GitHub pull requests automatically with nine architectural detector
  agents across four axes: hallucinated abstractions, semantic duplication,
  over-engineering, pattern drift, reinvented utilities, architectural
  complexity, layer violations, orphaned modules, and reintroduced bugs.
- Scores every repository with an Architecture Integrity Index across four
  axes: Pattern Coherence, Knowledge Reuse, Abstraction Discipline,
  Architectural Complexity.
- Tracks seven static hygiene layers separately (does not affect the index):
  dependency CVEs, dependency health, secrets, SAST, IaC, vendored drift,
  magic numbers.
- Builds a full code graph with dependency, coupling, and cycle analysis.

## Pricing

- VibeCop is free while pricing is being reworked. No paid plan is currently offered.
- Enterprise: contact contact@maiife.ai
- Plans: https://vibecop.maiife.ai/pricing

## Docs

- Documentation: https://vibecop.maiife.ai/docs
- Why VibeCop: https://vibecop.maiife.ai/docs/why — the problem, what the Architecture Integrity Index measures, how it differs from a linter or diff reviewer
- How VibeCop Works: https://vibecop.maiife.ai/docs/flow — the end-to-end product flow feature by feature, from repo connect through scans, PR reviews, plan reviews, Feature Factory and the code graph
- Getting Started: https://vibecop.maiife.ai/docs/getting-started — connect a repo, run the first scan, get a score
- Architecture Integrity Index: https://vibecop.maiife.ai/docs/architecture-integrity-index — how the 0-100 score is computed
- Detectors: https://vibecop.maiife.ai/docs/detectors — the nine architectural agents and seven hygiene layers
- CLI: https://vibecop.maiife.ai/docs/cli — install, scan locally, authenticate, run in CI
- Code Graph: https://vibecop.maiife.ai/docs/graph — edge kinds, confidence, architectural hubs
- Webhooks: https://vibecop.maiife.ai/docs/webhooks — automatic PR reviews and hook tokens
- Plan Review MCP (docs): https://vibecop.maiife.ai/docs/mcp — what it is, the four skills, the six tools
- Feature Factory: https://vibecop.maiife.ai/docs/feature-factory — plan a feature as a code-graph-grounded task DAG, dispatch your own agents, G1 graph-approval checkpoint and a human merge at G2
- Configuration: https://vibecop.maiife.ai/docs/configuration — the Feature Access tree (features, detector agents, plan-review skills), who can change it, per-project agent toggles, the AI-analysis privacy switch, and why the Integrity Index shows a dash with an info icon
- Plan Review MCP (agent setup): https://vibecop.maiife.ai/mcp
- Privacy Policy: https://vibecop.maiife.ai/privacy
- Terms of Service: https://vibecop.maiife.ai/terms

## Compare

- All comparisons: https://vibecop.maiife.ai/compare
- VibeCop vs CodeRabbit: https://vibecop.maiife.ai/compare/coderabbit
- VibeCop vs GitHub Copilot Code Review: https://vibecop.maiife.ai/compare/github-copilot-code-review
- VibeCop vs SonarQube: https://vibecop.maiife.ai/compare/sonarqube

## Demo

- Interactive demo: https://vibecop.maiife.ai/demo — product walkthroughs, no signup
- Eval & benchmarking demo: https://vibecop.maiife.ai/demo/eval — animated detector pipeline across three golden repos

## Changelog

- What shipped and when: https://vibecop.maiife.ai/changelog

## Company

- [Maiife](https://maiife.ai) — enterprise AI control plane; VibeCop is a
  Maiife product. Contact: contact@maiife.ai