agentmemory

#1 Persistent memory for AI coding agents based on real-world benchmarks

23 articles 3.7k View on GitHub ↗
23 articles
How to Migrate Memories from mem0 or Letta to AgentMemory: A Complete Guide

Easily migrate memories from mem0 or Letta to AgentMemory using the built-in export/import pipeline. Learn how to perform a seamless migration via CLI, REST API, or MCP tools.

migration-guide
May 10, 2026
Full Lifecycle of the 12 agentmemory Hooks: I² Instrumentation & Integration Guide

Explore the full lifecycle of the 12 agentmemory hooks, from session-start to post-tool-failure. Understand Node.js instrumentation and integration for Claude Code observability.

deep-dive
May 10, 2026
How to Configure AGENTMEMORY_SECRET for REST API Authentication

Secure your AgentMemory REST API by configuring AGENTMEMORY_SECRET. Learn how to set this crucial environment variable and use it as a Bearer token for authentication.

how-to-guide
May 10, 2026
memory_recall vs memory_smart_search in AgentMemory: Retrieval Strategy Comparison

Discover the difference between memory_recall and memory_smart_search in AgentMemory. Learn how memory_smart_search uses hybrid retrieval for semantic discovery.

comparison
May 10, 2026
How the Git Snapshot Feature Versions AgentMemory State: Complete Technical Guide

Discover how the Git snapshot feature versions AgentMemory state by embedding code version into state.json. Learn this complete technical guide for rohitg00/agentmemory.

deep-dive
May 10, 2026
How to Coordinate Multi-Agent Work Using Leases, Signals, and Checkpoints in AgentMemory

Learn to coordinate multi-agent work in AgentMemory using leases signals and checkpoints for safe scalable collaboration via a shared KV store. Maximize your agent system's efficiency today.

how-to-guide
May 10, 2026
How AgentMemory Handles LLM Failures with Circuit Breaker and Fallback

Discover how AgentMemory prevents LLM failures using circuit breakers and fallback strategies. Ensure your applications remain resilient by isolating LLM calls and retrying alternatives automatically.

how-to-guide
May 10, 2026
Understanding the AgentMemory Real-Time Viewer Architecture

Explore the AgentMemory real-time viewer architecture. Discover its lightweight Node.js design combining a static file server, CSP injection, and reverse proxy for efficient real-time data access.

architecture
May 10, 2026
How Session Replay Works with JSONL Transcript Imports in AgentMemory

Learn how AgentMemory replays Claude Code sessions using JSONL transcript imports. Discover how it reconstructs timelines, extracts lessons, and compresses observations for a seamless replay experience.

how-to-guide
May 10, 2026
How to Configure the Token Budget for SessionStart Context Injection in agentmemory

Configure agentmemory's token budget for SessionStart context injection using the TOKEN_BUDGET environment variable or pass a budget parameter to mem::context to optimize LLM token usage.

how-to-guide
May 10, 2026
How AgentMemory Enables Knowledge Graph Extraction from Raw Observations

Discover how AgentMemory extracts knowledge graphs from raw observations. It embeds a full-text pipeline for LLM-powered entity and relation extraction with hybrid semantic retrieval.

how-to-guide
May 10, 2026
mem::consolidate vs mem::consolidate-pipeline: Key Differences in agentmemory

Understand mem::consolidate vs mem::consolidate-pipeline in agentmemory. Learn how mem::consolidate creates immediate memories while mem::consolidate-pipeline offers a staged workflow for advanced memory management.

deep-dive
May 10, 2026

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