1
Building Food Metadata with LLM Juries
DoorDash用LLM陪审团与上下文优化，多模态AI精准构建食品元数据，工程实践亮点。
Article URL: https://careersatdoordash.com/blog/building-food-metadata-with-llm-juries-context-optimization-multimodal-ai/ Comments URL: https://news.…
2
Building a Linux Security Audit Toolkit with Bash: From Firewall Checks to SSH Hardening
手把手教你用Bash打造Linux安全审计工具包，从防火墙检查到SSH加固，实操性强。
Building a Linux Security Audit Toolkit with Bash: A Practical Approach to System Hardening Linux is widely considered a secure operating system. Howe…
3
Block reaches $45M settlement with 46 states over Cash App fraud probe
Block因Cash App欺诈防护不力与46州和解，赔付4500万美元，揭示金融科技监管风险。
State attorneys general said they found that Block misled users by falsely advertising that Cash App provided bank-like protections, including advance…
4
Giving LLMs access to a bash terminal is terrifying
让LLM直接操作bash终端，轻量级快照平衡速度与安全，但潜在风险恐怖。
Recently, I was testing an autonomous AI agent in a local directory. I gave it a multi-step coding task and a terminal tool so it could run its own te…
5
My Mac crashed with 7 Claude Code sessions open. Never again: a cross-project session picker in one bash script
用脚本一键管理Claude Code会话，告别崩溃与丢失，跨项目切换神器。
Yesterday my Mac hard-crashed with seven Claude Code CLI sessions open — different repos, different features, all mid-flight. When it came back up: no…
6
HiFA4: Training-Free 4-bit FlashAttention on Ascend HIF4 NPUs for LLM Inference
华为昇腾NPU上实现免训练4-bit FlashAttention，大幅降低LLM推理内存与计算开销。
arXiv:2607.04302v1 Announce Type: cross Abstract: We present HiFA4, a post-training operator-level design that executes both QK^T and PV in FlashAtten…
7
Ash: ways to contact — AshJsonApi, AshGraphQL and AshTypescript
自动生成JSON API、GraphQL接口和TypeScript客户端，让Elixir开发者专注业务逻辑，大幅提升API开发效率。
Building a stable product capable of withstanding high loads across different servers is a complex and resource-intensive task. A programmer can't foc…
8
HMD Touch“混合型手机”国内入网：64MB 内存、3.2 英寸小屏
HMD Touch国内入网，64MB内存+3.2寸小屏，复刻诺基亚Asha风格，支持“云手机”服务，主打怀旧与轻量体验。
IT之家 7 月 3 日消息， HMD 去年 10 月在海外推出了一款所谓的“混合型手机” —— HMD Touch 4G ， 其并非传统意义上的智能手机，但又比功能手机更加智能 。HMD Touch 4G 实质上是诺基亚 Asha 系列的现代重生，通过基于云端的浏览器应用程序为用户提供部分智能功能…
9
Hey, That's My Model! Introducing Chain & Hash, An LLM Fingerprinting Technique
用Chain & Hash给LLM打上独特指纹，防止他人盗用你的模型。
arXiv:2407.10887v4 Announce Type: replace-cross Abstract: Growing concerns over the theft and misuse of Large Language Models (LLMs) underscore the ne…
10
SkiaSharp 4 is now Generally Available
SkiaSharp 4.0稳定版发布，与Google Skia严格同步，为.NET跨平台2D图形开发带来新里程碑。
SkiaSharp4 is GA after a long wait. A big commitment made to keep it in lock step with upstream Skia milestones. - Announcement on .NET Blogs - SkiaSh…
11
Show HN: Ghostty in-browser with real client-side back end
浏览器原生终端Ghostty+完整客户端后端，WebAssembly跑Bash/Git，无需服务器即可体验终端环境
A real work in progress I've got here. Our good friend Ghostty is now haunting the browser. Ghostty Playground is an experimental project based on gho…
12
Dew Drop - June 16, 2026 (#4691)
第4691期Dew Drop技术汇总，因页面错误无法显示具体内容，系列惯例涵盖当日技术文章和资源链接。
Top Links Make Visual Studio look the way you want (Mads Kristensen) A Guided Tour of the New Microsoft Foundry Labs (Vaidya S.) GitHub Copilot CLI fo…
13
A Lightweight Multi-Agent Framework for Automated Concrete Barrier Design
多智能体框架自动化符合AASHTO规范的混凝土护栏设计，终结繁琐人工迭代。
arXiv:2606.12040v1 Announce Type: new Abstract: The design of reinforced concrete highway barriers is a safety-critical process that requires strict c…
14
DeepSeek models now available via Azure on AI Gateway
DeepSeek V4系列模型现已通过Azure在Vercel AI Gateway上可用，开发者可灵活配置请求路由。
Azure is now a provider for DeepSeek V4 Pro and V4 Flash on AI Gateway . Requests to either model can route through Azure alongside the existing provi…
15
FlashCP: Load-Balanced Communication-Efficient Context Parallelism for LLM Training
创新性负载均衡与通信优化，FlashCP打破LLM长上下文训练效率瓶颈。
arXiv:2606.08476v1 Announce Type: cross Abstract: Context parallelism (CP) is essential for training large-scale, long-context language models, as it …
16
10 Hacks Every Cash App User Should Know
Cash App 隐藏技巧大公开，从自动储蓄到免手续费，让你用得更顺手！
Optimize your finances with these Cash App hacks.
17
Show HN: Bash Runtime for AWS Lambda
让你的AWS Lambda直接跑Bash脚本，无需其他运行时，基于Amazon Linux 2023构建，一键发布层即可使用。
Hi HN, I built a Bash runtime for AWS Lambda to make writing glue code simpler and faster. Sometimes, all you need is a bit of `sed`, `awk`, maybe a l…
18
VZCrash: A Large-Scale IMU Dataset of Ego-Vehicle Crashes
大规模IMU碰撞数据集VZCrash开源发布，覆盖真实场景，助力自动驾驶安全研究。
arXiv:2606.06074v1 Announce Type: new Abstract: We introduce VZCrash, the largest publicly available dataset of real-world vehicle collision data feat…
19
Cash App launches a wand for tap-and-pay
Cash App推出实体魔法棒，轻触即可完成支付，专为青少年和儿童设计，让支付变得有趣又便捷。
Cash App plans to launch more tap-to-pay tags.
20
How DoorDash Built a Testing System to Evaluate LLMs
DoorDash自研LLM评估测试系统，揭秘如何用自动化框架保障大模型输出质量
In this article, we will learn how they built this flywheel and the key takeaways.