newsReddit r/MachineLearningTrust 72 · CommunityPublished 3d agoLive · 3d ago
I built an open-source memory governance layer for AI assistants - looking for technical feedback [P]
I’ve been working on a project called MemoryOps AI. The problem I’m trying to solve is context debt in AI agents. Most memory demos look like this: chat message → vector database → retrieve later That works for demos, but I think production agents need more than retrieval. They need rules for what memory is allowed to survive, what should expire, what should be blocked, what can be updated, and what must be audited. MemoryOps A
Covers
paperManufactured Confidence: How Memory Consolidation Turns Hearsay into Confident FactspaperSelective Memory Retention for Long-Horizon LLM AgentspaperAlways-OnAgents:A Survey of Persistent Memory, State, and Governance in LLMAgentspaperLLM Agents Are Latent Context Managers: Eliciting Self-Managed Context via a Proprioceptive DashboardrepoNoshkoto/Noshy
Covers (incoming)
paperForensic Trajectory Signatures for Agent Memory Poisoning DetectionpaperECHO: Prune to act, trace to learn with selective turn memory in agentic RLpaperMemSyco-Bench: Benchmarking Sycophancy in Agent MemorypaperAutoMem: Automated Learning of Memory as a Cognitive Skillrepoplur-ai/plurrepomem0ai/mem0repojoshuaswarren/remnicreporajkripal/cashewrepoMemPalace/mempalacerepoTeleAI-UAGI/Awesome-Agent-Memoryrepobasicmachines-co/basic-memoryrepoplastic-labs/honchorepoGuyMannDude/mnemo-cortexrepoAIPMAndy/dna-memorypaperAgenticSTS: A Bounded-Memory Testbed for Long-Horizon LLM Agents
Related across the graph
paperAlways-OnAgents:A Survey of Persistent Memory, State, and Governance in LLMAgentsrepoAIPMAndy/dna-memoryrepobasicmachines-co/basic-memorypaperAgenticSTS: A Bounded-Memory Testbed for Long-Horizon LLM Agentsrepomem0ai/mem0repoGuyMannDude/mnemo-cortexrepoplastic-labs/honchorepojoshuaswarren/remnicreporajkripal/cashewpaperLLM Agents Are Latent Context Managers: Eliciting Self-Managed Context via a Proprioceptive DashboardpaperAutoMem: Automated Learning of Memory as a Cognitive SkillpaperManufactured Confidence: How Memory Consolidation Turns Hearsay into Confident FactspaperECHO: Prune to act, trace to learn with selective turn memory in agentic RLpaperSelective Memory Retention for Long-Horizon LLM AgentspaperMemSyco-Bench: Benchmarking Sycophancy in Agent MemorypaperForensic Trajectory Signatures for Agent Memory Poisoning DetectionrepoTeleAI-UAGI/Awesome-Agent-MemoryrepoMemPalace/mempalacerepoplur-ai/plurrepoNoshkoto/Noshy