Cognition
Cognition (Devin) as a company and product line: the 48B valuation on the strength of coding-agent revenue, the RSA-260 factorization side-project as a demonstration of agent-driven research throughput, and SWE-2’s selectable reasoning-effort levels as a concrete instance of the cost-efficiency-through-model-judgment thesis.