lightweight-framework

A developer shared that adding 'do not overengineer' to their AGENTS.md file resulted in the creation of a lightweight extensible framework to prevent overengineering.

Amplio is a lightweight, robust agent harness open-sourced by Google DeepMind for autonomous long-horizon AI research runs, featuring crash-resume capabilities and a simple step model.

Proposes SpecFlow, a lightweight multimodal spatial reasoning framework that represents intermediate visual thoughts in a fixed-size discrete cosine space, reducing computation and KV cache costs by up to 2.1 times while maintaining competitive performance.