API Reliability
Validate API contracts, behaviors, and edge cases continuously.
What API Validation Means
API validation ensures your services communicate correctly-contract compliance, error handling, rate limiting, authentication flows, and data transformation. In microservices architectures, API reliability is system reliability.
Why It Matters
- Prevent service-to-service communication failures
- Catch breaking changes before deployment
- Ensure consistent error handling
API Agent
Specialized AI AgentDeep vertical intelligence with System Graph context for comprehensive api validation.
Agent Capabilities
- ✓OpenAPI/GraphQL contract validation
- ✓Authentication flow verification
- ✓Rate limiting and throttling behavior
- ✓Error response consistency
- ✓Data transformation accuracy
Why Traditional Approaches Fail
API contract tests validate schema, but production breaks from behavior. Rate limiting works in tests but fails under load. Authentication flows pass individually but break in sequences. Traditional API testing is structural, not behavioral.
How API Agent Works
The API Agent maps your API dependency graph through the System Graph, understanding how services communicate in real flows. It validates behavior under realistic conditions-authentication sequences, rate limiting under load, error propagation across services.
How API Validation Works
System Graph Analysis
The agent analyzes the System Graph to understand relevant api-related components and dependencies.
Intelligent Targeting
Based on code changes and system context, the agent identifies the highest-risk areas for api validation.
Deep Validation
The API Agent executes comprehensive validation using its specialized domain expertise.
Result Correlation
Results are correlated with the System Graph to identify root causes and affected components.
Actionable Reporting
Detailed reports with evidence, reproduction steps, and fix suggestions are generated.
API Agent in Action
Failure Modes Others Miss
Traditional tools catch surface-level issues. The API Agent detects the deep failures that cause production incidents.
Business Outcomes
Deploy API Validation
Includes System Graph access, API Agent, full dashboard, and execution engine.
Professional
Full agent + workflow engine
- ✓Everything in Starter
- ✓Workflow Engine
- ✓CI/CD integrations
- ✓Priority support
Enterprise
All 19 categories + custom agents
- ✓All 40+ agents
- ✓Custom agent support
- ✓VPC deployment
- ✓Dedicated support
Related Test Categories
Explore other specialized agents that work with API Agent
Ready to Deploy API Validation?
See how the API Agent prevents production failures with System Graph intelligence.