#memory
Wiki 14
- Agent Memory Components (Extractor / Store / Retriever) The three-part decomposition of an agent memory system and the one hard decision at each layer
- Agent Memory Strategy Decision Tree Five-question tree for placing each category of agent information into working, semantic, episodic, or procedural memory
- AI Cannot Forget or Forgive Machine memory has no decay and no forgiveness op; forgetting is adaptive compression the substrate lacks
- brgsk (brgsk.xyz) Blog with careful writeups on agent memory and AI systems that separate cognitive-science words from real engineering
- Huge pages 2 MB / 1 GB Linux memory pages instead of the 4 KB default — fewer page faults, far less TLB pressure, at the cost of upfront reservation
- LLM Wiki as agent-memory substrate Karpathy's wiki pattern is being adopted as the storage layer for agent memory products — markdown you can read and grep, instead of an opaque vector store
- Memorizing Session Transcripts Isn't Useful theahura found zero SWE gain from agents searching their own past transcripts, and explains why
- Memory Conflict Detection Detecting contradictory knowledge and keeping both visible instead of silently overwriting
- Memory Decay in AI Agents Memory half-life, retrieval strengthening, and consolidation for AI agents
- Memoryfields — agent memory as a file format Cal Paterson's portable agent-memory format — markdown pages plus an optional SQLite vector index in a zip — a data structure, not a pipeline
- The Anatomy of Agent Memory Agent memory libraries borrow cognitive-science words but ship only autobiographical semantic memory
- The Log is the Agent ActiveGraph inverts agent architecture — the event log is truth, the graph is a projection of it
- The Secret Life of Data in Valkey Kyle Davis on Valkey's hidden encoding layer, where one byte over a threshold costs 77% more memory
- Vibe-coding a memory tool into a 130-year-old open problem Vibe-coding an agent memory tool whose contradiction checker ran into proposition identity — the open problem of when two sentences mean the same thing
Toolbox 8
- agentmemory Cross-agent persistent memory server with hybrid retrieval, MCP tools and hooks; implements a scored, lifecycle-managed extension of the LLM Wiki pattern
- beads CLI issue tracker giving coding agents a dependency task graph stored in version-controlled Dolt
- engrim Local SQLite memory shared across coding agents: typed decision records, FTS5 plus static-embedding recall, per-agent provenance
- Hippo Memory Agent memory system with decay by default, three storage layers and consolidation runs
- MemPalace Agent memory that keeps conversations verbatim in ChromaDB under a wings-and-rooms hierarchy
- mnemonik Agent memory where each entry is Ed25519-signed and hash-anchored on Solana for later audit
- OpenHuman Local-first personal agent in Rust — memory tree mirrored to an Obsidian vault, checkpointed agent graphs, 100+ OAuth integrations, enforced privacy mode
- Stash Postgres-backed agent memory that consolidates raw episodes into facts, causal links and patterns
Books 1
- Memory Systems: Cache, DRAM, Disk Hardware-level walk through SRAM cache organization, DDR DRAM timing and disk scheduling