Teams of Agents Shouldn't Repeat Each Other's Mistakes
Multiple agent teams contradict each other and rediscover the same bugs without shared memory. A shared knowledge base keeps every team aligned and coherent.
Aider Memory: Persistent Context Across Sessions for AI Pair Programming
Aider resets every session. Here's how to add persistent memory so Aider remembers your project, decisions, and debugging history.
Built-in AI Memory vs. a Dedicated Memory Layer: What's the Difference?
ChatGPT and Claude have built-in memory. It works well — until you hit the API, switch tools, or need to build something. Here's the architectural difference.
VS Code AI Memory: Persistent Context Across Sessions with Continue and MCP
VS Code AI extensions like Continue.dev reset every session. Here's how to add persistent memory across sessions so your AI actually learns your codebase.