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agentic-context-engine

by kayba-ai

🧠 Make your agents learn from experience. Now available as a hosted solution at kayba.ai

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2,612 starsSelf-host

From the README

Agentic Context Engine (ACE) [!TIP] ACE is the open-source engine behind Kayba. If you'd rather have the whole loop managed for you, from failure investigation to fixes shipped as PRs, get a demo. AI agents don't learn from experience. They repeat the same mistakes every session, forget what worked, and ignore what failed. ACE is the open-source engine that adds a persistent learning loop. It also powers Kayba, the managed service that does this for your production agents automatically. The agent claims a seahorse emoji exists. ACE reflects on the error, and on the next attempt, the agent…

Excerpt from the project's README on GitHub.

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An open-source project — explore the code and self-host it from GitHub.