Every subsystem is independently deployable yet fully integrated into a single operational platform. Self-hosted, auditable, compliant.
Classify, route, fallback, cache — every prompt goes through a confidence-scored decision pipeline.
Confidence-scored routing per prompt type: coder, reasoning, general, vision.
Catches repetition loops and low-confidence responses before wasting tokens.
Identical prompts return cached responses with X-Cache: HIT/MISS headers.
Design complex multi-step workflows with parallel and sequential execution.
Run multiple steps simultaneously with configurable concurrency limits.
Every step is validated and logged. Full audit trail with timestamps.
Pre-built workflows for common patterns: CI/CD, security scan, model training.
Self-hosting means you control your attack surface. Every default is secure.
6 danger categories require human approval before autonomous execution.
Sliding-window failure detection. Automatic fallback when error ratio exceeds threshold.
SAST/DAST scanning from the dashboard. Auto-patch for critical/high vulnerabilities.