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Interested in a new KitchenAid appliance? Nab these discounted stand mixers, coffee machines and more during the brand's EOFY sale.
This is the brand-new Tecno Pova 8, and it brings a design-first approach to the lower midrange segment. But first order of business, what do you get in the box? Pova 8 ships with a clear silicone case, a 45W charger and a USB-C cable. Now that we have that covered, we can go over the phone’s key fe
During the WWDC26 keynote, Apple announced its third generation of Apple Foundation Models (AFM), comprising five models, some of which are local, some of which are cloud-based, and one of which lives in Google’s servers running on Nvidia chips. Here’s a breakdown of how that will work.
用 Java 5 分钟写一个 MCP Server：我开源了 MCP Java SDK 最近 MCP，也就是 Model Context Protocol，越来越多地出现在 AI Agent、Claude、Cursor、Codex 等工具生态里。 简单来说，MCP 可以让大模型通过统一协议调用外部工具、访问资源、读取上下文。比如让 Agent 查询数据库、读取 Redis、访问业务系统、执行某些内部工具等。 但我在使用和调研 MCP 的过程中发现一个问题：很多 MCP Server 示例都偏 Node.js / Python，而 Java 开发者如果想快速写一个自己的 MCP Server，入
TAGS: schema,streaming,data pipelines,production Why I chose this topic: I've seen too many evenings and weekends vanish debugging why a seemingly minor schema change in Kafka or Kinesis nuked a downstream dashboard, batch job, or real-time prediction model. The online docs often gloss over the grit
The Inevitable Shift: Schema Evolution in Streaming Pipelines In the dynamic world of data, change is the only constant. Streaming pipelines, with their continuous flow of information, are particularly susceptible to this truth. As your application evolves, so too will the structure of the data you'
All tests run on an 8-year-old MacBook Air. All results from shipping 7 Mac apps as a solo developer. No sponsored opinion. Not a listicle of everything possible. Just what I actually open every day. rust-analyzer: non-negotiable. Inline type hints, error detection, jump to definition. Rust without
The Budget You Approved Isn't the Budget You'll Pay You approved $180K for a senior AI engineer. Eighteen months later, you've spent $282K and you're still not sure the hire is working out. This isn't unusual. It's the rule. Companies hiring AI engineers for the first time routinely underestimate to
Here's a fact that should stop every AI infrastructure engineer in their tracks: as of mid-2026, the de facto standard for serving a 671B DeepSeek-R1 model in production still requires 8x H100 GPUs and roughly $200,000 of hardware. Meanwhile, an open-source project from MADSys Lab at Tsinghua Univer
你知道吗？2026 年中期，在生产环境部署 671B 参数的 DeepSeek-R1 仍然需要 8 张 H100，硬件成本约 20 万美元。但清华大学 MADSys 实验室的开源项目早在 2024 年就能在单台工作站上跑 236B 参数 MoE 模型，2025 年 2 月甚至在普通硬件上实现了 671B DeepSeek-R1 286 tokens/s 的 Prefill 速度。这个项目就是 kvcache-ai/ktransformers，截至 2026-06-12 已有 17,264 Stars、1,313 Forks、Apache-2.0 协议。2026 年的 AI 基础设施叙事被 NV
Tags: react, webdev, onnx, audio Introduction Music generation, vocal separation, and intelligent arrangement have traditionally been server-side tasks requiring complex pipelines and expensive GPU clusters. But what if we could bring the entire interactive music-creation experience—both real-time p
Hi HN, I built an open-source Java SDK for building Model Context Protocol servers: https://github.com/6000fish/mcp-java It is intended for Java developers who want to expose tools, resources, or prompts to MCP-compatible agents without implementing the protocol plumbing from scratch. The project in
Parallel AI Coding with Git Worktrees: Run Multiple Agents Without Conflicts Most parallel AI development problems stem from a single architectural mistake: multiple agents sharing the same working directory. Teams spin up three Claude Code instances, point them at the same project folder, and watch
Removing expf() from a fire detector: one header, 1.95x faster, zero accuracy loss A smoke detector is not a demo project. When it fires, someone either evacuates in time or doesn't. The firmware running on that microcontroller has one job, and it needs to do it without hesitation, without bloat, an
Here's a five-line function. It calls an LLM, logs the answer, returns it. async function ask(question: string) { const res = await openai.responses.create({ model: "o4-mini", input: question }); console.log("answer:", res.output_text); return res.output_text; } This compiles. It passes tests. It sh
Durn's exit comes only three months after long-time CEO Shantanu Narayen decided to step down, leaving the company's trajectory uncertain till a new successor is appointed. Adobe shares fell 5% in extended trading.
Both companies are challenging Local Law 52 of 2026, which generally prevents large ride-sharing companies from swiftly dismissing drivers absent a "bona fide economic reason" or "just cause."
PeopleSoft is an enterprise resource planning suite used by organizations to manage core business functions including human resources, finance and supply-chain operations.
Prime Minister Narendra Modi’s France visit will coincide with Bharat Innovates 2026 in Nice, bringing together 120 Indian deeptech startups, universities, investors, and policymakers to explore partnerships and global growth opportunities.
Every new hospital bed added to our infrastructure is not an achievement but a sign that we have failed at the primary job of keeping people healthy. We need to move from volume-based care to outcome-based care, from disease management to disease resolution, and from revenue maximisation to wellnes
