Overview

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What is AgentMark?

AgentMark is a comprehensive LLM observability and prompt engineering platform that enables cross-functional teams to collaborate on AI applications. Built for both technical and non-technical users, AgentMark provides intuitive tools for prompt creation, systematic testing, and production monitoring—all in one unified platform.

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Core Platform Features

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Prompt Management

Collaborative prompt engineering that empowers both technical and non-technical team members to create, test, and iterate on prompts together.

• Visual Editor: Intuitive web interface for editing prompts—no coding required
• Real-Time Testing: Run prompts instantly with live preview and immediate results
• Team Collaboration: SMEs and developers work together with review workflows
• Version History: Automatic tracking of all changes with side-by-side comparison
• Multiple Output Types: Support for text, structured objects, images, and speech
• Automatic Sync: Changes deploy seamlessly to your application

Learn more about Prompt Management →

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Testing & Evaluation

Systematic validation and quality assurance for your prompts and agents.

• Datasets: Bulk testing against collections of input/output pairs with version control
• Evals: Evaluate your prompts with custom grading functions
• Custom Metrics: Define numeric scores, boolean checks, classifications, and more
• Annotations: Human-in-the-loop manual labeling and quality assessment
• Experiment Tracking: Compare prompt versions and track performance over time
• Regression Detection: Catch quality issues before they reach production

Learn more about Testing →

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Observability & Monitoring

Production monitoring built on OpenTelemetry standards for comprehensive visibility into your LLM applications.

• Distributed Tracing: Track complete execution paths across inference spans and tool calls
• Real-Time Metrics: Monitor latency, token usage, success rates, and streaming performance
• Cost Tracking: Detailed spending analysis across models, users, and time periods
• Sessions: Group related traces to understand multi-turn conversations and workflows
• Alerts: Proactive notifications for cost thresholds, latency spikes, error rates, and quality issues
• Performance Analysis: Identify bottlenecks and optimize response times with detailed telemetry

Learn more about Observability →

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Configuration & Integration

Flexible platform configuration that adapts to your needs.

• Model Management: Configure and manage multiple LLM providers and models
• API Keys: Secure credential management for your LLM providers
• Webhooks: Integrate with external systems for custom workflows
• Alerts: Set up notifications for cost, latency, errors, and quality metrics
• Team Management: Organizations, apps, and branch-based access control

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Key Benefits

Cross-Functional Collaboration - Subject matter experts, product teams, and developers work together seamlessly with an intuitive interface that requires no coding experience. Complete Visibility - Monitor production LLM usage with distributed tracing, cost tracking, performance metrics, and custom alerts. Quality Assurance - Systematic testing with datasets, automated evaluations, and human annotations to maintain prompt quality. Version Control Built-In - Every change is automatically tracked with full audit history, comparison tools, and rollback capabilities. Flexible Configuration - Use any LLM provider, manage your own API keys, and integrate with existing tools via webhooks.