一个人 + AI，用 Tauri 2 和 Rust 写了个开源的 Windows 效率工具：提醒 + 笔记 + 启动器
一句话设提醒，随手记笔记，顺手开程序：Windows 上免费开源的提醒、笔记和启动器。我带着她来了。
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告别规则黑盒：JVS-Rules 在金融风控中的可视化决策编排实践
规则黑盒：不只是技术问题，更是协作断点 在金融风控系统中，规则常分散于Java服务的if-else分支、数据库存储过程SQL、业务部门维护的多版Excel阈值表——这种碎片化导致同一策略（如‘高风险客
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Smart App Control turns reputation into an execution policy
Smart App Control turns reputation into an execution policy Smart App Control gives Windows an application execution policy that many teams did not configure de…
Englishdev.to
Load Balancer Internals: ALB vs NLB vs GWLB, and What Actually Happens to a Packet
The question "ALB or NLB?" usually gets answered by feature comparison — ALB has path-based routing, NLB has static IPs. That's not wrong, but it skips the deci…
Englishdev.to
My Struct Update Copied 64 Bytes Twice
I had a physics step that walked a List every frame and nudged each body's position by its velocity. Simple loop, nothing exotic. And the profiler kept pointing…
Englishdev.to
The model said no. Your retry loop asked four more times.
LangChain just made refusals a first-class content block. Here is why that matters more than the release note suggests. The model said no. Your retry loop asked…
Englishdev.to
Does the Red Banner Flicker or Change Colour in My Bama Bound AI Clip? Tracking Banner Hue Frame by Frame in Python
Checked November 9, 2026 (15:00 CST, UTC+8) against the live pages linked below. I build bamabound.app , an independent studio that turns one photo of one perso…
Englishdev.to
Oken_Behavioral_Similarity_Methodology
Behavioral Similarity Profiling for Black-Box LLM APIs A constrained numerical-generation approach to comparing API behavior with reference models Technical not…
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Google AI Classroom Part 1: Solving the $25-Per-Exam Problem — Architecting a Sub-$0.02/Student Serverless AI Classroom with Gemini 4 & Firebase
Author: Cyrus Wong (黃俊彥) — Google Developer Expert - Cloud (AI), Senior Lecturer at HKIIT 1. Problem Statement: The Classroom Trilemma — Integrity vs. Privacy v…
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Designing a weather-powered outfit page that still works when the forecast fails
A weather-powered interface has two separate jobs: load its document and obtain enough external data to give a useful answer. Treating both as one loading state…
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Atomic Laravel: AQC, Typed Blade, HTMX & jsRibbon
Are you a Laravel developer? Then you've seen this. You open a controller and it's 300 lines long. Validation, queries, emails, if-else blocks, all in one metho…
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AWS Future Builder Connect 2026 in Bengaluru
On October 16, 2026, I attended AWS Builder Center: Future Builders Connect in Bengaluru, held at the Bangalore International Exhibition Centre (BIEC). What sto…
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How a World Model Differs From an LLM, and Why You Want Both
The last post ended by saying the next one would put the heater model next to an LLM. This series has drawn that line twice already. The first post said that if…
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Microsoft's APM is npm for agent context: one apm.yml, 9 harnesses, byte-exact lockfiles
Microsoft put a dependency manager for AI agents online this week. The Agent Package Manager, APM, describes itself as "like npm for agent context": you declare…
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Sources and filings detail how Jensen Huang has brought his children and other family members into Nvidia, making it unusually family-run for Silicon Valley (Wall Street Journal)
Wall Street Journal : Sources and filings detail how Jensen Huang has brought his children and other family members into Nvidia, making it unusually family-run …
EnglishTechmeme
When talking about AI safety, President Trump says "I don't mind guardrails. But I don't wanna put us in a deep second position", and "China has no guardrails" (CBS News)
CBS News : When talking about AI safety, President Trump says “I don't mind guardrails. But I don't wanna put us in a deep second position”, and “China has no g…
EnglishTechmeme
Sources: ByteDance seeks to expand its data center project in Ceara, Brazil, with a second phase larger than its ongoing $10B, 300MW project (Peter Millard/Bloomberg)
Peter Millard / Bloomberg : Sources: ByteDance seeks to expand its data center project in Ceara, Brazil, with a second phase larger than its ongoing $10B, 300MW…
EnglishTechmeme
Google rolls out a Googlebook update that frees up 3GB-6GB of RAM via on-device AI optimizations, reduces Chrome crashes, patches ~60 Android flaws, and more (Jay Bonggolto/Android Central)
Jay Bonggolto / Android Central : Google rolls out a Googlebook update that frees up 3GB-6GB of RAM via on-device AI optimizations, reduces Chrome crashes, patc…
EnglishTechmeme
Data for Canada – Orthoimagery Data Packages
Article URL: https://source.coop/dataforcanada/d4c-datapkg-orthoimagery Comments URL: https://news.ycombinator.com/item?id=50421781 Points: 1 # Comments: 0
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OKF – the Markdown spec for humans and AI
Article URL: https://okf.md/ Comments URL: https://news.ycombinator.com/item?id=50421832 Points: 1 # Comments: 0
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