newsReddit r/MachineLearningTrust 72 · CommunityPublished 1mo agoLive · 1mo 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
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- LinkedLinked via unknownManufactured Confidence: How Memory Consolidation Turns Hearsay into Confident Facts →
- LinkedLinked via unknownSelective Memory Retention for Long-Horizon LLM Agents →
- LinkedLinked via unknownAlways-OnAgents:A Survey of Persistent Memory, State, and Governance in LLMAgents →
- LinkedLinked via unknownNoshkoto/Noshy →
- LinkedLinked via unknownForensic Trajectory Signatures for Agent Memory Poisoning Detection →
- LinkedLinked via unknownECHO: Prune to act, trace to learn with selective turn memory in agentic RL →
- LinkedLinked via unknownMemSyco-Bench: Benchmarking Sycophancy in Agent Memory →
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 AgentsrepoRexodus/anamnesion-memory-serverrepojaredrhod/ai-memory-vaultrepogowtham0992/linkreporatel-ai/ratelreposandst1/remindrepozycaskevin/Vault-Agent-MemoryrepoNirDiamant/Agent_Memory_Techniquesrepophasespace-labs/palinoderepoOpenDataBox/awesome-agent-memoryrepoRimantasZ/contextspyrepomage0535/hermes-memory-installerrepoFrappucc1no/recall-loomrepoinite-ai/inite-brain-servicerepoBAI-LAB/MemoryOSreporiponcm/projectmemrepomemvid/memvidrepoNovasPlace/CSMreporaiyanyahya/recallrepophenomenoner/openclaw-memrepoteolex2020/aura-memoryrepomaquina-app/recuerd0paperAgentic Context Management: Solving Agent Memory and Cost by Treating Them as Lifecycle and Architecture Problems
Related across the graph
paperAlways-OnAgents:A Survey of Persistent Memory, State, and Governance in LLMAgentsrepoAIPMAndy/dna-memoryrepobasicmachines-co/basic-memoryrepoOpenDataBox/awesome-agent-memoryrepoNirDiamant/Agent_Memory_Techniquesrepoteolex2020/aura-memoryrepophasespace-labs/palinodepaperAgenticSTS: A Bounded-Memory Testbed for Long-Horizon LLM Agentsrepomem0ai/mem0repoGuyMannDude/mnemo-cortexrepomaquina-app/recuerd0repogowtham0992/linkrepophenomenoner/openclaw-memrepoplastic-labs/honchorepojoshuaswarren/remnicpaperAgentic Context Management: Solving Agent Memory and Cost by Treating Them as Lifecycle and Architecture Problemsreporajkripal/cashewpaperLLM Agents Are Latent Context Managers: Eliciting Self-Managed Context via a Proprioceptive Dashboardreporatel-ai/ratelrepoRexodus/anamnesion-memory-serverpaperAutoMem: Automated Learning of Memory as a Cognitive SkillpaperManufactured Confidence: How Memory Consolidation Turns Hearsay into Confident FactsrepoFrappucc1no/recall-loompaperECHO: Prune to act, trace to learn with selective turn memory in agentic RLrepoNovasPlace/CSMrepomage0535/hermes-memory-installerreporiponcm/projectmemrepomemvid/memvidrepozycaskevin/Vault-Agent-MemoryrepoRimantasZ/contextspypaperSelective Memory Retention for Long-Horizon LLM Agentsreposandst1/remindpaperMemSyco-Bench: Benchmarking Sycophancy in Agent MemorypaperForensic Trajectory Signatures for Agent Memory Poisoning Detectionrepojaredrhod/ai-memory-vaultreporaiyanyahya/recallrepoTeleAI-UAGI/Awesome-Agent-MemoryrepoMemPalace/mempalacerepoplur-ai/plurrepoNoshkoto/Noshyrepoinite-ai/inite-brain-servicerepoBAI-LAB/MemoryOS
