Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption

The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai

Lightweight Long-Term Memory for LLM Agents.

Versatile Almost Local, Eventually Reasonable Assistant 🔫

An always-on second brain you talk to. Voice notes in Telegram → typed, linked knowledge in your Obsidian vault. Runs 24/7 on the Claude subscription you already have.

A systematic AI Agent development tutorial covering LLM agents, RAG, tool use, memory systems, multi-agent systems, LangChain, LangGraph, MCP, and agentic RL.｜从零开始学 AI Agent 开发 | 系统、全面、实战导向的 Agent 开发教程 | 每日自动追踪 arXiv 最新论文 | Learn AI Agent Development from Scratch

Noise-canceling context and long-term memory for your AI agent. Stop paying Claude to read 10,000 lines of terminal noise like a headphone for AI agent

A minimalist MVP demonstrating a simple yet profound insight: aligning AI memory with human episodic memory granularity. Shows how this single principle enables simple methods to rival complex memory frameworks for conversational tasks.

A curated list of AI Agent evolution, memory systems, multi-agent architectures, and self-improvement projects. | evomap.ai

Open survey and evidence map for AI agent evolution, self-evolving agents, memory, skills, harnesses, benchmarks, and agent-swarm systems.

Rust Autonomous Cognition Engine 2026

HaluMem is the first operation level hallucination evaluation benchmark tailored to agent memory systems.

MemPrivacy is a privacy-preserving personalized memory management framework for edge-cloud agents.

'Personal AGI' that thinks on its own. Autonomous cognitive cycle, earned autonomy, 60+ tools. It decides what to do without being told.

Agent Waystation · Agent 驿站 — a stopover for AI agents, builders, tools, and field reports

MemTrace: Tracing and Attributing Errors in Large Language Model Memory Systems

EvoEmbedding: Evolvable Representations for Long-Context Retrieval and Agentic Memory

Mandol: An Agglomerative Agent Memory System (https://arxiv.org/pdf/2606.29778)

A Multiplatform benchmark designed to provide holistic, detailed and close-to-hardware view of memory system performance with family of bandwidth--latency curves.

A Comprehensive Benchmarking Framework for Long-Term Conversational Memory Layers