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You don't write AGENTS.md. You train it with gradient descent.

Articles

articleKun's Field Notes23 Aug 2026

And here’s how to properly train it with gradient descent

Kun Chen

blog.kunchenguid.com

Event-sourced graph runtime for durable and stateful agents

Agent Memory

Event-driven long-horizon memory for real-time wearable AI and LLM agents.

Agent Memory

Foundation learns from your agent sessions and maintains a self-improving wiki of everything you and your team know.

Agent Memory