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Edward Blog

Articles about building a self-hosted AI assistant with long-term memory, self-evolution, and proactive monitoring.

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Latest posts

Why I Built Edward

The story behind building an open-source AI assistant that remembers, evolves, and runs on your machine.

Agents That Work While You Sleep

Edward's orchestrator spawns worker agents that run tasks autonomously — scheduling, research, monitoring.

How AI Memory Actually Works

Vector search, BM25 ranking, memory consolidation — the architecture behind an AI that truly remembers.

Self-Evolving AI: Teaching Edward to Rewrite Himself

What happens when you give an AI the ability to modify its own source code? Edward's evolution engine finds out.

The Heartbeat: An AI That Pays Attention

Most AI assistants wait for you to talk. Edward watches your messages, calendar, and email — and acts on its own.

Why Your AI Forgets You

Every conversation with ChatGPT starts from zero. Here's why — and how Edward remembers everything.