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OpenAI launches its new family of models with GPT-5.6
OpenAI发布GPT-5.6系列，主打最强网络安全性能，Terra/Luna型号对比Fable 5/Opus 4.8，代码智能更高效。
OpenAI's latest family of models promises improvements across a range of areas, including cybersecurity.
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Give GitHub Copilot CLI real code intelligence with language servers
让GitHub Copilot命令行变身代码专家，深度集成语言服务器带来真正智能编程体验。
Install and configure LSP servers for GitHub Copilot CLI, replacing brute-force grep/decompile with real code intelligence. The post Give GitHub Copil…
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Show HN: Lore – LLM proxy for coding agent context and memory management
比压缩算法好2倍：Lore用智能记忆管理让AI编码代理告别68分钟/天的重复解释，总召回率提升至2.6倍。
Article URL: https://withlore.ai/ Comments URL: https://news.ycombinator.com/item?id=48464573 Points: 4 # Comments: 0
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支持调用 Deepseek、Kimi 等模型，Agentic 华为云入口“智果园”发布
华为云发布Agentic AI新入口“智果园”，一键调用Deepseek、Kimi等主流大模型，打通代码、办公、文档智能体。
IT之家 6 月 7 日消息，华为云现已针对 Agentic AI 时代发布全新云入口“智果园”，新产品支持云码道 CodeArts 代码智能体、华为云 OfficeAce 办公智能体和 WorkAgent 文档智能体。 据介绍，智果园拥有开发、办公等多种关键行业的智能体，可通过智果 AgentAr…
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What Makes Interaction Trajectories Effective for Training Terminal Agents?
挑战强代码代理是更好教师的假设，揭秘交互轨迹训练终端代理的关键——Terminal-Lego流水线可扩展解耦多因素。
arXiv:2606.03461v1 Announce Type: new Abstract: Stronger code agents are commonly assumed to be superior teachers for post-training, yet this assumpti…
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英伟达推出 AI 框架 Polar，让 Codex 跑分暴涨 594.74%
英伟达开源Polar框架，让Codex等智能体通过GRPO训练后性能暴涨594.74%，代码AI能力再上新台阶。
IT之家 5 月 28 日消息，英伟达研究团队本周发布开源框架 Polar，在不破坏原有工具调用、上下文组织和补丁提交方式的前提下，让 Codex、Claude Code、Qwen Code 等现有智能体框架接入 GRPO（广义相对策略优化）训练。 IT之家注：GRPO 是一种面向强化学习训练的优化…
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Regression Language Models for Code
回归语言模型新范式，让代码生成更精准高效，出自ICML 2026前沿研究。
arXiv:2509.26476v2 Announce Type: replace-cross Abstract: We study code-to-metric regression: predicting numeric outcomes of code executions, a challe…
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BeyondSWE: Can Current Code Agent Survive Beyond Single-Repo Bug Fixing?
最新研究：现有代码智能体能否应对单仓库之外的复杂任务？实验揭示其能力边界与挑战。
arXiv:2603.03194v2 Announce Type: replace Abstract: Current code-agent benchmarks primarily evaluate localized issue resolution within a single target…
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Vectr — Code Intelligence AI Tool
揭露Vectr工具每次查询消耗1.2万tokens且无记忆的硬伤，重复劳动白费资源
You log off for the day after two hours of research. You know the entry point is EvaluateSegments in targeting/segment/evaluator.go . You know the nil…
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Ask HN: Is there a good code intelligence MCP server yet?
Hacker News 热帖：社区正在寻找成熟的代码智能 MCP 服务器，讨论当前碎片化现状与候选方案。
I'm looking for a good code intelligence MCP server (semantic search, symbol lookup, call graphs, etc.) to pair with an AI coding agent. The idea is t…