Experiments, observations, and ideas: tech tools, AI, books, media, daily systems
3 posts
Current agents can remember. They cannot inherit themselves. The third post in a series on agent architecture argues that the missing layer isn't better memory — it's a persistent, evaluable environment where an agent's past work remains live, callable, and composable.…
Current agent frameworks treat tool definitions as inert data the model can't reason about. The fix isn't a better format, it's a representational property called homoiconicity, and it changes what agents are capable of becoming.…
Today's AI agents can call tools, but ... they cannot evolve them. The bottleneck isn't reasoning or context length. It's representational: actions, traces, and plans live in incompatible formats that prevent agents from inspecting or composing their own capabilities…