| What it does | Production infrastructure for AI applications with observability, governance, and multi-model support
| Feedback your agent can ship
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| Stage | Not given
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| Freemium
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| Pricing | Personal $15/month (25,000 credits); Starter $25/month (50,000 credits); Team $75/month (100,000 credits); Pro $375/month (500,000 credits). Additional credits available at $0.10 per 1,000 credits.
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| Key features | - Step-level observability with traces showing status, latency, credits, and governance for every step
- Natural-language governance policies with flag and block thresholds
- Model portability: swap 200+ models at any time without code changes
- Automatic content ingestion and vector database indexing for RAG
- Persistent memory banks for conversation context
- Cost tracking per model, agent, and step with credit-based pricing
- Structured output validation ensuring quality responses
- HTTP endpoints for every agent with SDKs for Python, JavaScript, Go, and C#
- ML-based prompt scanner blocking injection attacks in real time
- Evaluation framework with evals that run locally, in CI, and in production
| - Automatic screenshot and DOM capture
- AI-powered feedback triage
- MCP and CLI integration for coding agents
- Works with Claude Code, Cursor, Windsurf, and Codex
- Real-time feedback board with progress tracking
- User notifications when fixes deploy
- Private boards and custom domains on paid plans
- Third-party integrations
- Bring Your Own Key (BYOK) on all plans
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| What makes it different | - All production LLM features unified in one runtime with no orchestration stack to assemble
- Local development environment matches production exactly for debugging and verification
- Swap between 200+ models without changing code or workflow logic
- Governance and compliance built-in with real-time prompt injection blocking and policy evaluation
- Transparent credit-based pricing where all operations consume predictable, tracked credits
| - Closes the gap between fast AI coding and understanding real user needs
- Captures context that prevents silent churn
- One-command setup with no configuration needed
- Brings user testing into the product without dedicated QA
- Turns scattered user requests into obvious product priorities
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| Free plan | Not given
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| Open source | Not given
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| Platforms | Not given
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| Public API | Not given
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 11 ▲ +2 (up) since last check | 54 ● no change since last check |
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| Trust Flow (Majestic) | 6 | 7 |
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| Citation Flow (Majestic) | 20 | 36 |
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| Referring domains (Majestic) | 22 | 86 |
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Seclai
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