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DeepSeek — v3.2Much longer code understanding, with claims of over 1M token context enabled by a new sparse attention approach. Better repo-level work, aiming for multi-file reasoning like tracking imports, types across modules, and cross-file refactors. Stronger “memory-like” behavior for projects, via Engram conditional memory meant to retain and recall repo conventions and patterns. More stable scaling and training efficiency, tied to the mHC (Manifold-Constrained Hyper-Connections) method DeepSeek published. More accessible deployment claims, with the article stating it is designed to run on consumer-grade GPUs (example given: dual RTX 4090 or single RTX 5090).
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Francisco Silverio🙏 40 karmaJun 2, 2023@Github CopilotA whole new way of learning how to code -
Seems to work fine for me, maybe try and give it another chance :D
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AI-powered code reviews that accelerate pull requests and improve code qualityOpenI signed up for early access and have been using codoki for a few months now, eventually brought it into my team as well. Great tool, simple to use, not overwhelming and has caught things in a way thats actually digestible
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Keploy is a great tool for simplifying API testing. It makes it easy to generate test cases and mocks automatically, saving a lot of time and effort. The integration is smooth, and the features are really helpful for improving test coverage quickly.
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