WorldOracleKnowledge & MemoryAI & Machine Learningsandeep-alluruAlicense-Not gradedqualityAmaintenanceContradiction detector and belief repairer for multi-source facts — ensures knowledge-base consistency across agent sessions. Updated 2 months ago (2026-08-18 02:17 UTC)MIT
BalanceLabAI & Machine LearningMonitoringAutonomous Agentssandeep-alluruAlicense-Not gradedqualityAmaintenanceRunaway loop detector for AI token economies — monitors token usage and cost ratios to catch runaway agent loops early. Updated 2 months ago (2026-08-18 02:17 UTC)MIT
PolaroidKnowledge & MemoryAI & Machine Learningsandeep-alluruAlicense-Not gradedqualityAmaintenanceVisual memory for computer-use agents — stores UI screenshots as semantic scene nodes and queries them by intent across sessions. Updated 2 months ago (2026-08-18 02:17 UTC)MIT
NotarizeSecurityAI & Machine LearningLegal & Compliancesandeep-alluruAlicense-Not gradedqualityAmaintenanceSigned AI content provenance with PII scrubbing — timestamps and signs AI-generated outputs for EU AI Act and FTC compliance. Updated 2 months ago (2026-08-18 02:17 UTC)MIT