Vishakha Singhal

@diegolinharesrb retweeted 🚨Breaking: Anthropic engineers revealed a simple trick they use internally.Claude agents can now remember how to improve themselves.A file called:AGENT_LEARNINGS.mdThe AI updates this file whenever it makes a mistake.Inside it:• mistakes it made• patterns to avoid• better approachesBefore starting new tasks, the agent reads the file.Result?The agent gets smarter over time without retraining the model.This is called external memory scaffolding.Expect this pattern to show up in every serious AI agent system.♻️ Repost to share with your audience.✔️ You can follow @vishisinghal_, for more internal updates. Posted Mar 28, 2026 at 2:59PM