Deterministic orchestration. Replayable execution. Self-healing infrastructure.
Every execution traverses a governed DAG — from intent extraction to verified delivery. Each stage emits telemetry, validates state, and preserves replay evidence.
AI intent extraction & TaskSpec compilation from natural language.
Execution DAG construction with dependency resolution.
Isolated environment instantiation with cryptographic attestation.
Continuous behavioral validation & observability checks.
Formal failure taxonomy routing to specialized repairers.
Full execution trace preservation with sub-ms telemetry.
High-confidence deployment with git-provider integration.
When orchestration fails, the kernel routes failures through a formal taxonomy to specialized repairers. No guessing — just engineering.
Forensic-grade execution replay. Scrub through every step, inspect stdout/stderr, trace confidence evolution, and audit every repair decision.
Empirical data from production execution runs. Every number is measured, not claimed.
All taxonomy-classified failures resolved autonomously without human intervention.
Median time from intent receipt to DAG construction and sandbox initialization.
Execution traces reproduce identical state when replayed from checkpoint.
Watchdog-governed processes recovered within 5s SIGTERM escalation window.
SHA-256 environment hashes verified before every execution cycle.
Process governance policies enforced with zero orphan process leaks.