» Tag
memory
53 postsNMEMORY: An AI Agent Memory That Refuses to Guess
NMEMORY is a local, network-isolated AI agent memory over MCP that abstains instead of fabricating answers. Rust, SQLite, 21 MCP tools, verifiable guarantees.
Emem: A Signed Memory Layer for Multi-Agent AI Systems
Emem gives AI agents a signed, verifiable memory layer for physical-world facts that survives context compaction across models and vendors.
Engrava: A Deterministic Memory Library for AI Agents Built on SQLite
Engrava is an MIT-licensed Python library storing agent memory as a typed graph in SQLite, with deterministic consolidation instead of LLM rewrites.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comVetoBench Tests Whether AI Agent Memory Retains Rejected Decisions
VetoBench is an open benchmark testing whether AI agent memory systems retain and surface previously rejected technical decisions.
Reading AI Memory OSS as a Backend System, Not a Prompt
A 10-question framework for evaluating AI memory OSS as backend infrastructure, using Honcho's pinned source and change history as a case study.
VoltMem: A Volatility-Aware Memory Layer for LLM Agents
VoltMem adds domain-specific volatility priors to LLM agent memory, resolving stale-vs-stable fact conflicts that flat memory layers like Mem0 miss.
Side-Stacked Memory Chips Could Solve HBM's Heat Problem
V-Die and MOSAIC arrange DRAM dies side by side instead of stacking them vertically, aiming to solve HBM's heat problem and boost memory bandwidth for AI chips.
Why AI Agents Forget by Design: The Memory Problem
LLM APIs are stateless by design, and the context window is not real memory. This architectural choice drives cost, latency, and consistency failures in production agents.
AI Agent Memory Is Just a Smarter Filing Cabinet
Today's AI agent 'memory' is retrieval in disguise—it can't tell if past answers were right. Real memory needs judgment that learns from outcomes.
memlineage v0.1.0: A Two-Layer Defense Against LLM Agent Memory Poisoning
memlineage v0.1.0 is an open-source Python library defending LLM agents against memory poisoning via cryptographic provenance and behavioral detection.