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Person: "tianyi"
not much happened today
gemini-3.7-flash google-deepmind google deepseek arcee agentic-workflows coding knowledge-work benchmarking runtime-systems open-source long-running-processes asynchronous-computation software-architecture developer-tools price-performance _philschmid koraykv officiallogank tianyi eliebakouch bookwormengr 0xlogicrw teortaxestex latkins stochasticchasm code_star fujikanaeda
Google rapidly released Gemini 3.7 Flash just three weeks after 3.6 Flash, targeting coding, web development, knowledge work, and agentic workflows with a 50% introductory price cut and improved benchmark scores like DeepSWE 65.3% and Code Arena Elo 1588. The update quickly integrated across multiple platforms including Gemini API and Android Studio, with independent benchmarks confirming performance gains. Meanwhile, DeepSeek open-sourced DeepSeek Harness under MIT license as a developer preview, focusing on architecture innovations like KV-cache-aware append-only history semantics and treating the harness as an OS/runtime substrate for recursive improvement. Arcee also open-sourced NAC under Apache 2.0, designed for long-running asynchronous tasks and powering significant code pipelines, enabling orchestration from phones or delegation via Codex/Claude.