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Article URL: https://dbushell.com/2026/09/22/apple-intelligence/ Comments URL: https://news.ycombinator.com/item?id=49797982 Points: 281 # Comments: 205

Article URL: https://board.flatassembler.net/topic.php?t=24261 Comments URL: https://news.ycombinator.com/item?id=49798204 Points: 96 # Comments: 51

Article URL: https://verda.com/blog/what-189m-in-funding-unlocks-for-verda-customers Comments URL: https://news.ycombinator.com/item?id=49798597 Points: 21 # Comments: 7

Article URL: https://www.bristol.ac.uk/news/2026/september/world-cup-viewers.html Comments URL: https://news.ycombinator.com/item?id=49799083 Points: 71 # Comments: 74

Article URL: https://blog.jetbrains.com/blog/2026/09/22/introducing-jetbrains-air/ Comments URL: https://news.ycombinator.com/item?id=49799287 Points: 29 # Comments: 18

Article URL: https://blog.pwkf.org/2026/09/21/correct-type-punning-in-c.html Comments URL: https://news.ycombinator.com/item?id=49799577 Points: 6 # Comments: 0

Deeptech company Morphotonics raises €40M from investors including 3M Ventures, Innovation Industries, BOM, and Invest-NL.

I'm a developer working on Paramour.chat, an LLM roleplay app where, of course, exchanges need moderation. The annoying part is that all those checks take time. A few seconds of dead air may not sound like much, but in a chat they feel endless. Streaming keeps the conversation moving, but it creates a nastier problem: once a word appears in the browser, it has crossed the network, been delivered, and may already have been read by the user. I tried two good approaches: buffer the whole reply u...

Portkey became one of the best-known AI gateways by giving teams a single control plane for routing, observability, and guardrails across LLM providers. In 2026 it changed hands. Palo Alto Networks announced its intent to acquire Portkey on April 30, 2026, and the deal closed at the end of May. Portkey will now serve as the AI gateway for Palo Alto Networks' Prisma AIRS platform. Palo Alto has said it will keep supporting existing and new Portkey customers, and for large enterprises that alr...

Introduction “I added an item in aisle 5, closed the app, and it synced automatically on the bus ride home.” That one sentence describes the behavior users notice and remember: writes that survive crashes, restarts, and flaky networks. This article shows a practical, production-tested 3-step recipe to get durable, replayable optimistic writes using TanStack Query (React Query), Dexie (IndexedDB), and a small outbox. The pattern centers on treating TanStack Query as a reactive cache over y...

At four on a Sunday morning an internal reconciliation service went down. All four pods were killed for memory inside twenty minutes of each other, came back, and were killed again a few hours later. The service had last been deployed in February. Seven months of continuous uptime, and it was the only thing in our estate that had any. The cause was a leak of about forty megabytes per pod per day. We create an SDK client per request, and each client registers a listener on a static registry th...

You prepared it. One small, specific, genuinely useful thing. You said it kindly. And then their face changed, just slightly, and the room went still, and you heard yourself say it is honestly not a big deal, everyone does it, ignore me, it is fine. Watch that moment closely, because it is not generosity. It is you making your own discomfort stop. Look at what it leaves them holding. They know you have a concern about them. They no longer know what it is, or how serious, or whether you mea...

Glasshouse v0.1 is out. It's a long-term memory benchmark for AI systems, and it's what my last two benchmark posts here were about. If you haven't read those, here's the short version. Why I built it Going through developer communities, I kept running into people raising the same problems with memory benchmarks. The numbers a vendor publishes don't match the numbers someone else measures, and swapping the model that does the grading moves the results more than the gap between th...

UAE mandatory e-invoicing went live in pilot phase on 1 July 2026. Every UAE VAT-registered business sending B2B invoices must now route them through the UAE Peppol network as PINT AE XML. For Odoo developers and implementers working with UAE clients, this creates a specific integration challenge — Odoo does not ship with a native UAE Peppol access point. The transmission layer has to be added externally. This post covers what the UAE Peppol infrastructure looks like technically, what PINT AE...

A new category of AI model landed this month, and it arrived twice at once. First came Jev, a hosted product from TypeSafe AI. Weeks later, an open-source model called Laya appeared, doing the same job and claiming to be faster. If you route support tickets, filter spam, or score risk with a large language model today, this comparison matters to your bill. Both models come from the same observation: most production AI pipelines do not need text generation. They need a label. Your LLM burns 50...

Online shopping has trained us to expect price transparency . Before buying a laptop, pair of headphones, or household item online, we can open several tabs, compare sellers, review price history, and decide whether a deal is actually good. In a physical store, that visibility largely disappears. We see one shelf price, at one location, at one moment—and usually make a decision without knowing what nearby shoppers paid for the same product. That gap is why I built CartLens: an AI receipt s...

If you work in industrial quality inspection, you've probably experienced this frustrating moment: the system runs perfectly in the lab, but once deployed on the production line, it "crashes" — or the equipment passes acceptance testing flawlessly, yet three months later the miss rate starts to spike. In machine vision, detection accuracy is never determined by a single link — from camera selection to algorithm parameters, any weak point can cause the entire precision to "collapse." This a...

A dashboard request can look harmless. The problem appears when hundreds of users ask for the same expensive data at the same time. In Software Engineering Lab 04, the scenario is a workshop dashboard. Without caching, every request runs six database queries with joins and aggregations. 500 concurrent users ↓ Dashboard request ↓ 6 queries + join/aggregation per request ↓ 3000 total DB queries The first instinct is easy: put Redis in front o...

Creative-OS is an open-source design and engineering framework created by codebrak07 to help developers build visually differentiated interfaces instead of defaulting to generic UI patterns. Modern web design has a homogenization problem. Open almost any new digital product and you start seeing the same visual vocabulary: rounded cards glowing gradient borders oversized headings pastel badges excessive glassmorphism generic SaaS dashboards identical landing-page structu...

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Article URL: https://www.pagetable.com/300 Comments URL: https://news.ycombinator.com/item?id=49791125 Points: 129 # Comments: 37

Article URL: https://poloclub.github.io/transformer-explainer/ Comments URL: https://news.ycombinator.com/item?id=49792342 Points: 359 # Comments: 57