$13/mStarting price
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About Argosvix

Argosvix provides observability for AI agents and large language model APIs by detecting quality, safety, error, and cost anomalies automatically. It alerts users within minutes when issues arise, enabling rapid response to performance degradation. The tool integrates into existing agent workflows with minimal setup, requiring only a one-line addition to the agent code. It records and retains call logs across multiple providers, offering dashboard access and both MCP and REST interfaces for analysis. The platform supports threshold-based alerts, CSV exports, and model-level insights such as quality-drift detection and harmful output classification. It also suggests cost-saving model upgrades and provides review queues for collaborative analysis. Designed for both small-scale evaluation and large-scale production environments, Argosvix scales with team size and supports enterprise features like SSO and custom retention policies.

Key features

  • LLM API health monitoring
  • Automated anomaly detection for quality, safety, errors, and costs
  • Cross-provider call log retention
  • MCP and REST access
  • Threshold-based alerts
  • Quality-drift detection with LLM grading
  • Harmful output and PII auto-classification
  • Model switch recommendations for cost optimization

Use cases

  • Monitoring production AI agents for performance degradation
  • Validating safety and compliance of LLM outputs
  • Optimizing LLM costs through model recommendations

Pros

  • Automated anomaly detection for quality, safety, errors, and costs
  • Supports multiple LLM providers with cross-provider log retention
  • Offers both MCP and REST access for integration flexibility
  • Provides team collaboration features like shared dashboards and review queues
  • Includes enterprise-grade features such as SSO and custom retention

Cons

  • No free tier beyond small-scale evaluation
  • Limited to specific LLM providers for log recording
  • Enterprise features require direct contact and approval

Frequently asked questions about Argosvix

What does Argosvix do?

Argosvix provides observability for AI agents and large language model APIs by detecting quality, safety, error, and cost anomalies automatically. It alerts users within minutes when issues arise, enabling rapid response to performance degradation.

Who is Argosvix suited for?

Argosvix is designed for both small-scale evaluation and large-scale production environments, scaling with team size and supporting enterprise features like SSO and custom retention policies.

How do I set up Argosvix?

Setup involves pasting one line into the agent code, with tools like Claude Code or Cursor handling key issuance, code changes, and verification. Users only need to approve the key once during the process.

Does Argosvix integrate with existing workflows?

Yes, Argosvix integrates into existing agent workflows with minimal setup, requiring only a one-line addition to the agent code.

What kind of alerts does Argosvix provide?

Argosvix offers threshold-based alerts for quality, safety, error, and cost anomalies, notifying users within minutes when issues arise.

Can I analyze historical data with Argosvix?

Yes, Argosvix records and retains call logs across multiple providers, providing dashboard access and both MCP and REST interfaces for analysis.

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