Amp vs loopgrid
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A frontier coding agent engineered to maximize what's possible with today's latest models—autonomous reasoning, comprehensive code editing, and complex task execution. | LoopGrid is control plane for AI decision reliability. It provides a system of record for AI decisions - capture every decision immutably, replay failures with controlled overrides, and build ground truth from human corrections. Unlike traditional observability tools that only show what happened, LoopGrid lets you re-run any AI decision with a different prompt and see what would have happened. Perfect for debugging LLM agents, AI support bots, and any production AI system. |
Coding agent, coding AI | Immutable Decision Ledger, Replay Engine, Human Correction Loop, Python SDK, JavaScript SDK, REST API, Self-Hosted, Apache 2.0 License |
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