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Deckium is an open-source AI presentation editor where the model and user edit the same structured document through bounded tools; this post shares lessons about stable object IDs, narrow tools, self-review, and treating human edits as authoritative.
The author discusses the problem of AI agents getting stuck in tool loops and proposes building 'Moven AI', an open-source SDK that acts as a circuit breaker to abort runaway agents before they incur excessive costs.
Google announces Genkit middleware, composable hooks that intercept AI generation calls enabling retries, fallbacks, tool approval, and skills for building reliable agentic applications.