WorldOracleKnowledge & MemoryAI & Machine Learningsandeep-alluruAlicense-qualityBmaintenanceContradiction detector and belief repairer for multi-source facts — ensures knowledge-base consistency across agent sessions. Updated 9 days ago (2026-08-10 21:39 UTC)MIT
BalanceLabAI & Machine LearningMonitoringAutonomous Agentssandeep-alluruAlicense-qualityBmaintenanceRunaway loop detector for AI token economies — monitors token usage and cost ratios to catch runaway agent loops early. Updated 10 days ago (2026-08-09 04:31 UTC)MIT
PolaroidKnowledge & MemoryAI & Machine Learningsandeep-alluruAlicense-qualityBmaintenanceVisual memory for computer-use agents — stores UI screenshots as semantic scene nodes and queries them by intent across sessions. Updated 9 days ago (2026-08-10 21:39 UTC)MIT
NotarizeSecurityAI & Machine LearningLegal & Compliancesandeep-alluruAlicense-qualityBmaintenanceSigned AI content provenance with PII scrubbing — timestamps and signs AI-generated outputs for EU AI Act and FTC compliance. Updated 9 days ago (2026-08-10 20:14 UTC)MIT