AI code review for coding agents using four frontier models in debate
Open-source memory platform for AI agents
Stage
MVP
Not given
Founded
2026
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Based in
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DE
Pricing model
Freemium
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Pricing
Not given
Free: $0/month with 1M tokens and 1 workspace (no card required). Standard: $1.00 per 1M tokens plus $5 per additional workspace. Enterprise: contact for pricing with bring-your-own-cloud deployment. Open-source engine available free to self-host.
Key features
Deliberate for open design decisions before code exists
Audit to stress-test drafted work before shipping
Local review gates that block risky writes and commits
Bring your own API keys or models
Works across eight certified agent surfaces
Setup in under a minute with npx command
Unified vector search, knowledge graphs, and relational storage
Automatic knowledge graph generation from data sources
Multi-tenant support with isolated workspaces
Data source integrations (Slack, Notion, Google Drive, GitHub, etc.)