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AI 资讯

Amazon’s data centers used 2.5 billion gallons of water last year

Just after Seattle enacted a one-year data center moratorium that some of Amazon's own employees pushed for, Amazon shared how much water its data centers use, reportedly for the first time. With concerns about water consumption and energy use a focus of new AI data center construction debates, Amazon says its global data center operations […]

2026-06-12 原文 →
AI 资讯

The bill that would let Jimmy Kimmel sue Brendan Carr is here

Under a new bipartisan bill, Americans could sue for damages if a government official illegally tries to coerce a social media, AI, or broadcasting company to remove their post - regardless of whether the platform actually does it. Senate Commerce Committee Chair Ted Cruz (R-TX) and Sen. Ron Wyden (D-OR) introduced the JAWBONE Act on […]

2026-06-12 原文 →
AI 资讯

The Person, Not the Cards

In December 2025, Anthropic acquired Bun , the JavaScript runtime written in Zig. In April 2026, the Bun team announced a 4× compile-time improvement on their fork of the Zig compiler — "parallel semantic analysis and multiple codegen units to the llvm backend" , in their phrasing. They also announced they would not be upstreaming the work, "as Zig has a strict ban on LLM-authored contributions." The framing landed badly with Zig observers, for two reasons. The first was that the framing made Zig's contribution policy the obstacle. The second, pointed out shortly afterwards by a Zig core contributor in the Ziggit thread, was that the patch had separate engineering reasons it would not have been merged regardless: "Parallel semantic analysis has been an explicitly planned feature of the Zig compiler for a long time" , with "implications not only for the compiler implementation, but for the Zig language itself" . The AI-ban explanation was, on a closer read, a tidy way of declining to litigate the engineering disagreement in public. Both readings are useful. They are also both downstream of the actual rationale, which is one of the most carefully argued OSS-governance documents to appear in 2026. What the policy actually says The relevant clauses, in the Zig code of conduct under the section heading Strict No LLM / No AI Policy , are three: No LLMs for issues. No LLMs for pull requests. No LLMs for comments on the bug tracker, including translation. English is encouraged, but not required. You are welcome to post in your native language and rely on others to have their own translation tools of choice to interpret your words. The translation clause is the surprising one. It is also the one that disambiguates the policy from a code-quality rule. A blanket ban on LLM-mediated communication, including translation, is not a heuristic about whether agentic tools produce good code. It is a stance about what the project's communication channels are for . Contributor poker Lor

2026-06-12 原文 →
开发者

I’ve found the Goldilocks of portable MIDI controllers

I have tested more portable MIDI controllers than I can keep track of, and I will tell you right now: 37 keys is the ideal size. While Arturia's 25-key MiniLab MK3 is a solid controller that easily fits in a backpack, it feels a bit claustrophobic. The new $149 MiniLab 37 adds another octave, giving […]

2026-06-12 原文 →
AI 资讯

Elon Musk is encouraging race riots on the eve of SpaceX’s IPO

Elon Musk, on the verge of becoming the world's first trillionaire, is whipping up anti-immigration tensions amid ongoing riots in Belfast, Northern Ireland. Following a knife attack in the city on Monday, Musk declared support for Restore Britain, a hard-right populist political party that advocates for large-scale migrant deportation in the UK. He reposted statements […]

2026-06-11 原文 →
AI 资讯

1- AWS Serverless: Designing a serverless API: Order Processing API (E-commerce)

Modern enterprise order processing architectures must decouple synchronous client demands from asynchronous backend dependencies. Here I'll detail a highly scalable, fault-tolerant design built on AWS. By utilizing an automated API Gateway entry point, specialized Amazon Cognito authentication, optimized AWS Lambda logic blocks, an engineered RDS Proxy connection layer, and an event-driven SQS/EventBridge core, the design guarantees isolation, cost efficiency, and sub-millisecond structural routing. The Scenario User places an order → payment is processed → inventory updated → confirmation email sent Client → API Gateway (Cognito auth + validation) → Order Lambda (business logic + DynamoDB write) → SQS (payment queue) → Payment Lambda → EventBridge → Inventory Lambda → Notification Lambda (SES) 1- Entry Point — API Gateway REST endpoint: POST /orders Request validation via API Gateway models (reject malformed payloads instantly, no Lambda invoked) Auth via Cognito User Pool Authorizer — validates JWT token on every request How It Works The Request Hits: A client sends a POST /orders request with a JWT token in the header. Auth Check: API Gateway automatically intercepts the request and validates the JWT against the Cognito User Pool. If expired or spoofed, it returns 410 Gone / 401 Unauthorized right there. Payload Check: Next, it compares the body against your JSON Schema Model. If a required field like customer_id is missing, API Gateway instantly drops it with a 400 Bad Request. The Win: Your downstream services (like Lambda) are never invoked for bad/unauthorized requests, saving compute costs and protecting against basic DDoS or bad actor spam. Gotchas Cognito Latency: While Cognito authorizers are native, they can add a slight latency overhead to your API's P99 metrics during peak traffic. For massive global scale, some enterprises migrate to custom Lambda Authorizers that cache tokens in ElastiCache (Redis). Model Validation Limits: API Gateway's built-in val

2026-06-11 原文 →
AI 资讯

Virtual Coffee Needs Your Help

Virtual Coffee has always been a free, volunteer-led developer community supporting the tech community since 2020. We host small-group coffees, challenges, learning opportunities, and community spaces where folks can ask questions, find encouragement, share job leads, get support, and build relationships with other people in tech. For many members, Virtual Coffee has been more than another Slack group or online event. It has been a place to feel less alone while learning, job searching, changing careers, growing as a developer, or navigating the tech industry. And we want to always keep it free. That matters to us because our members are in many different seasons of life, employment, financial security, energy, and capacity. We never want cost to be the reason someone cannot participate. Right now, though, Virtual Coffee is struggling to cover the basic costs that keep the community available. Over time, sponsorships and individual contributions have declined. We have reached out to people and companies, covered costs ourselves when needed, and worked to reduce expenses by lowering tool costs, reviewing what we can remove or replace, and building more of our own infrastructure. We are close to covering the basics, but not quite there. We are also being realistic about capacity. Virtual Coffee is volunteer-led, and we are very aware of volunteer burnout. We are not promising a big relaunch, a burst of extra programming, or a sudden expansion. Our immediate goal is simpler: stabilize the basics so Virtual Coffee has room to thoughtfully plan for a sustainable future. If you believe free, welcoming developer communities matter, we would be grateful for your support. You can help by sponsoring Virtual Coffee through GitHub Sponsors . Even a small monthly contribution helps. One-time contributions help too. You can also help by sharing our GitHub Sponsors page with someone at your company who supports developer communities, open source, learning, DevRel, or community pro

2026-06-11 原文 →
AI 资讯

Is Apple TV the new HBO?

This is Lowpass by Janko Roettgers, a newsletter on the ever-evolving intersection of tech and entertainment, syndicated just for The Verge subscribers once a week. Severance. Pachinko. Silo. Ted Lasso. Over the past couple of years, a number of Apple TV shows have become hits with audiences and critics alike. And yet, compared to the […]

2026-06-11 原文 →