# Constellation Reviews
**Vendor:** ShiftinBits  
**Category:** [Plataformas de Inteligência de Software](https://www.g2.com/pt/categories/software-intelligence-platforms)
## About Constellation
AI coding agents waste most of their context window grepping files and guessing at code structure. Constellation gives them a persistent, team-wide knowledge graph of your codebase (symbol search, dependency graphs, impact analysis) delivered via MCP so every token goes toward reasoning, not discovery.






- [View Constellation pricing details and edition comparison](https://www.g2.com/pt/products/shiftinbits-inc-constellation/reviews?section=pricing&secure%5Bexpires_at%5D=2026-06-14+06%3A00%3A21+-0500&secure%5Bsession_id%5D=3bd56816-52b8-49fc-891f-4fea87e971c9&secure%5Btoken%5D=4491e0ebf9275d0c4a70bf68f11b5fdf9e8f8f6a68625960c12413394558cb3f&format=llm_user)

## Constellation Features
**Analytics - Software Intelligence Platforms**
- Visualização
- Identificação de Dívida Técnica
- Métricas de Saúde do Código
- Percepções acionáveis

**Usability - Software Intelligence Platforms**
- Consultando
- Integrações
- Interface do usuário

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