bounded-execution

Runtime economic governance for AI agents. Circuit Breaker adds risk-managed execution, cost ceilings, and kill switches to autonomous AI workflows.

Claude Code skills for production-grade AI engineering — operational discipline, bounded execution, verification gates, multi-agent harness patterns.

Deterministic LLM control-plane runtime. Governance-first architecture with bounded execution, hard audit limits, and an architectural invariant test suite.

ASET Runtime is the bounded execution lifecycle extension for ASET Seed. Execution may produce material; recognition remains local to Seed.

Observable Agent Loop – AI agent control loop for incident triage & root cause investigation. Autonomous tool calling, evidence grounding, bounded execution, failure recovery, trace redaction. Offline tests. Python 3.10+.

Secure operating environment for bounded agent execution with signed plans, SATL envelopes, ToolGate enforcement, and audit-ready controls.

Runtime economic governance for AI agents. Circuit Breaker adds risk-managed execution, cost ceilings, and kill switches to autonomous AI workflows.

Public runtime demonstrating constitutional authority, admissibility, transitions, and bounded execution in interactive systems.

Canonical public root for Admissibility Science — epistemic protocol invariants (I1–I3), formal execution bounds, and ecosystem routing.