
Resolve conflicting AI tool suggestions with a structured, explainable rule graph.
Verify UI interactions for computer-use agents and catch ghost actions.
Architectural decision tracker with staleness detection — records decisions and alerts when code changes invalidate them.
Runaway loop detector for AI token economies — monitors token usage and cost ratios to catch runaway agent loops early.
Contradiction detector and belief repairer for multi-source facts — ensures knowledge-base consistency across agent sessions.
Signed AI content provenance with PII scrubbing — timestamps and signs AI-generated outputs for EU AI Act and FTC compliance.
Agent trace diff and prompt regression detection — compares two agent runs to find exactly where reasoning diverged.