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Keyword: frontiercodeLink:The Cognition Team
Cognition has published FrontierCode, a benchmark and leaderboard evaluating whether pull requests generated by AI models would realistically be merged by open-source maintainers. Scoring relies on unit tests, verifiers, and maintainer-defined rubrics.
From Video: Cognition President Russell Kaplan on Coding Agents, Benchmarks, and Model Routing
Article:The Cognition Team
Cognition has unveiled Devin Fusion, a multi-model harness designed to dynamically distribute software engineering tasks across different AI models. By pairing a frontier model with a cost-effective 'sidekick' agent and routing dynamically mid-session, the system maintains top-tier coding performance while reducing operational costs by up to 60 percent.
From Video: Cognition President Russell Kaplan on Coding Agents, Benchmarks, and Model Routing
Link:Cognition
Cognition presents Devin, an autonomous software engineering agent designed to plan, write, test, and ship production code inside existing repositories and workflows. The platform aims to shift developer workloads from repetitive tasks toward system architecture, strategy, and problem solving.
From Video: Cognition President Russell Kaplan on Coding Agents, Benchmarks, and Model Routing
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