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The builder of LOLM announces a hybrid Transformer-SSM language model and agent system from Qira, featuring a controller for live decisions, run receipts, a CLI, coding sandbox, MCP support, and lower-cost hosted access.
MartinLoop is a tool for controlling AI coding agents with limits, proof, and run receipts.