Persistence
9 articles about persistence.
What Legacy Means for AI Agents - CLAUDE.md Files and Memory Systems
The real legacy of an AI agent isn't the code it writes. It's the CLAUDE.md files and memory systems that outlive individual sessions and carry knowledge forward.
Your AI Agent Needs Persistent Memory That Grows with You
Chat history is not memory. Real AI agent memory means a local knowledge graph that learns your contacts, habits, and preferences over time - not just what you said yesterday but patterns across months.
Memory Is the Missing Piece in Every AI Agent
Why AI agents that forget everything between sessions are fundamentally limited, and how a local knowledge graph changes the experience.
The Big Gap in Desktop Agents - They Forget Everything Between Sessions
Your browser remembers bookmarks. Your email remembers contacts. Your AI agent? Fresh slate every time. Persistent memory across sessions is the unsolved problem.
Ambition as Memory - Encoding Persistent Goals in AI Agents
How AI agents can encode ambition as persistent goals - memories of futures that haven't happened yet. Explore goal persistence in desktop automation agents.
Long-Term Memory Is What Separates Toy Agents from Useful Ones
Without persistent memory, every session starts from zero. With it, the agent knows your preferences, your contacts, your common workflows. The difference in daily time savings is dramatic.
Building Month-to-Month Memory for AI Agents - Persistence Beyond Sessions
Most AI agents forget everything between sessions. Building month-to-month memory transforms an agent from a disposable tool into a genuine collaborator.
30 Days of Stress Testing an AI Agent Memory System
What happens when you push an AI agent memory system to its limits for 30 days. Results on retention, decay, and what actually persists across sessions.
Session State Management for AI Agents - Why Agents Forget and How to Fix It
The challenge of maintaining state across AI agent sessions - tool call chains, conversation history, and file context. How agents need session management like web apps.