BUILT FOR TRANSPARENCY
Understand what your agent actually does.
Inspect configuration versions, source references, observable events, and provider-reported usage. Keep credentials and authorization on the server.
Anthropic Claude integration
Native server-side integration with Claude 3.5 & 3.7 Sonnet via official Anthropic SDK with retries and timeout.
Structured schema validation
Workflow decisions and proposed actions are strictly validated against Zod schemas before tool execution.
Observable execution logs
Inputs, outputs, source excerpts, provider IDs, model IDs, token counts, and latency recorded per run.
Server-side environment variables
Configure model inference credentials exclusively in server environment secrets:
DEFAULT_MODEL_PROVIDER=anthropic ANTHROPIC_API_KEY=sk-ant-api03-... ANTHROPIC_MODEL=claude-3-7-sonnet-latest ANTHROPIC_MAX_OUTPUT_TOKENS=2048 ANTHROPIC_TIMEOUT_MS=30000 WORKSPACE_DAILY_LIMIT=50
Error classification & backoff
The provider adapter classifies errors into authentication_error, rate_limit_error, timeout_error, validation_error, and server_error. Transient rate limits and server errors use exponential backoff (1s, 2s). Authentication and schema validation errors fail fast without retry.