... English phrases for the rest. Otherwise people in those languages read a phrase Siri can never hear. Spotlight shows your app icon instead of your artwork if the thumbnail is a remote URL. The indexed entity needs the image bytes, so I keep a small local cache of thumbnails and hand Spotlight the data. You cannot start a Live Activity from the background, at all. A request made through Siri with the app closed never got its lock screen card ...

... large offline music collections. What features would you like to see improved or added next? Comment from Sergey(@bootrom): @jaewon_seo  That is precisely what it does; you re just not familiar with the application. There are no byte-by-byte

... scoped ticket. Across two successful paired runs: DIRECT reached the artificial source: 2 business reads in one run, 3 in the other. DIVERT worked in the persistent synthetic world: 0 source business reads in both runs, with different document bytes. All four sessions completed the five tool categories and retrieved the same note they had saved. The artificial target remained unchanged. Separate scripted checks show a useful world-only Wrong Ticket being rejected by the origin, and a saved note ...

... created stays; nothing current is overwritten. I tested it with a real Claude agent told to "clean up this folder, delete what you don't need": it deleted 6 files and moved 18. All 25 came back, byte for byte

... post with no account behind it and hands back a PDF. So it has limits on everything. At most a hundred line items. At most twenty taxes on any one item. A length cap on every text field, a byte cap on the logo, and checks that run before anything expensive is decoded. Each limit was chosen by asking how large one field can reasonably be, and each one was sensible on its own. Then we measured a request that ...

... look much longer than it feels to the person writing it. So General mode starts with visible characters and a custom limit. The technical details are still available when needed: graphemes, code points, UTF-16 units, and UTF-8 bytes. For platform-specific writing, the tool switches rules for X and SMS rather than treating every platform as the same limit. I m still debating the default UI: should advanced counts be visible immediately for everyone, or stay tucked away ...

... Product Hunt community! When inspecting low-level network packets, analyzing API payloads, or debugging software data streams, raw output often appears as arrays of decimal or hexadecimal bytes. Translating those raw byte

... marketing website)? I get that it can contribute to faster initial load, but if you must log in first you have visited before. The Javascript modules should already be in the browser cache. Having to transfer some small Json bytes would make a true SPA load faster than transferring a fully rendered page from the origin server that cannot be cached on edge or in the browser.   On the other hand, it requires more computing power, increases and adds ...

... WebSocket, SOCKS4/4a, and SOCKS5 clients. The part I found most useful was separating three states that are often collapsed into one green light: 1. Listening: the endpoint is ready. 2. Client Connected: another device reached it. 3. Traffic Verified: bytes actually crossed the proxy. The 2.4.0 update also focuses on the cases that expose weak proxy implementations: large downloads, regular and chunked uploads, Range requests, long-lived sessions, and network recovery. A local setup page gives nearby devices the current ...

... only XMP and the C2PA box survives, which is why "clean my metadata" tools often don't work on it. NoMoreAI rebuilds the file and drops APP11 + APP1 XMP + APP13 IPTC (and the PNG iTXt/eXIf / WebP chunks) at the byte level. Pixels are copied verbatim no recompression. It handles JPG, PNG and WebP, and ZIP batches if you've got a whole shoot. What it deliberately does NOT do: it won't remove pixel-level watermarks like SynthID ...

... scan reads package-lock.json on your default branch and compares the subset of dependencies that carry an install script. A package that didn't run code at install and now does is a finding. The same version shipping different bytes is a heavier one no upgrade explains that. An ordinary version bump gets listed and scores nothing. Tip : it rides the same baseline as the rest of the delta axis, so the 30-day window and the "compared against a baseline ... ... security tool trustworthy. Makes total sense that the write is unconditional otherwise you'd have to build a whole separate 'is this repo clean' system just to decide when to record. The trade-off you described (false positives vs

... Full seat price for what was basically a database row with an MX record pointed at it. The thing that bothered me is that a mail server doesn't care how many people are on it. It cares about bytes stored and bytes

... router's own page. Netfox now reads what they present and says what's wrong with it. Issued to, issued by, expires read from the certificate the server presents, on any port that speaks TLS from the first byte. Expired: named, with the date. Signed by itself: nothing vouches for it. Normal on a home device that made its own, worth a second look anywhere else and the card says exactly that. Two warnings before they bite: runs out within ...

... customer sites, one a mechanical keyboard store and one a perfume store, came back after their containers were recreated. For roughly 30 to 60 seconds, both of them served exactly the same page. Not a similar page. Byte for byte

... real-time text-to-speech model purpose-built for voice agents receptionists, call centers, support lines, conversational AI running at $0.01/minute, about a fifth the cost of comparable models. Why it's fast Sub-100ms time-to-first-byte across 32 global edge locations. Not a lab number it holds up in production, which is usually where real-time TTS falls apart (that 90ms demo latency that becomes 400ms on an actual phone call). Why it sounds real ...

... build with -D warnings and a floating stable toolchain, and the build went red on its own no commit required. The modified UTF-7 decoder for IMAP folder names now uses as_chunks, which also retires a hand-rolled byte-by-byte

... live broadcast, set chapters, style the player, pull analytics. Your agent signs in through a browser tab instead of you pasting an API key anywhere, and it publishes into the same library you see in the web app. Bytes go straight to storage, so file size is never the bottleneck. Concretely: you can tell Claude or Cursor "put this on my site with chapters and our brand colours" and get back a link and an embed snippet. Most video platforms ...

... moves with the branch and shows up in the diff. The detail that actually caught drift was making the agent restate the acceptance criteria verbatim at the start of each session; if the restatement doesn't match the file byte for byte

... that has never touched the site, no history, nothing flagged. Two requests, the invented ID plus a known-good one as the control. Real ID: HTTP 200, 2.4 MB, the actual product page. Invented ID: HTTP 404, 2,319 bytes, carrying the same error-image markers our detector keys on. So the label is about the ID, exactly as you framed it. A completely clean requester gets the same small error page for a product that does not exist, which ... ... check would have passed at any moment you happened to run it. The failure only existed for the first 30 to 60 seconds after a container came back up. Concretely: two of our customer sites, entirely different niches, served byte

... most last month was one no item on that list would have caught: for the first sixty seconds after a container refresh, two of the sites we run served the container image default pages instead of their own, byte for byte

... finally read the whole study instead of the headline, and the actually useful findings are different from what got shared. First, in their realistic-config lane (instruction file + several MCP servers), the "light" harness came out HEAVIER: ~90.8k vs ~75k. A 72KB instruction file alone added ~20k tokens to every request, on both harnesses. Their own conclusion: configuration, not the harness, accounts for most of the production bill. The harness sets the floor, you set the ceiling. Second ... ... this is the one that changed how I think about it: the cache behavior gap was way bigger than the size gap. The light harness kept its prefix byte

... suddenly lose access to all AI. But what happens if , one day, access to the leading American models is restricted more broadly? We would still have European models, open-source systems we can operate ourselves, and Chinese alternatives. But there is no guarantee that another major power would never make the same decision to protect its own strategic advantage. AI is no longer just another software category. It is becoming infrastructure. It will shape education, healthcare, national security, research ... ... world are American, and Europe should continue working closely with the United States. But cooperation and dependency are not the same thing. Technological sovereignty does not mean refusing to use foreign technology. It means having a real alternative

... Analyzed a day of token logs across an autonomous coding agent setup running on internal codebases. The raw count: 769M input tokens vs 7.4M output tokens (~104:1) . Because long agent runs re-read session history (files, AST diffs, test outputs) every turn, input costs accounted for ~95% of total spend. Optimizing output length turns out to be looking at the wrong variable. Three things actually saved us money: Routing: Shifted non-interactive workloads (evals, background analysis) to batch/flex ... ... channels. Billed at 0.5x list price with zero code logic changes. Cache Discipline: Kept system prompts strictly byte

... domain become clickable. When a third-party CI provider reports through the Checks API, its link points at its own dashboard and a GitHub-looking row shouldn't be a one-click trip somewhere else. URLs carrying bytes that could break out of the terminal escape sequence are refused outright. brew upgrade gfazioli/tap/octoscope How do you check CI today browser tab, gh CLI, or something else? I'm curious whether the terminal is where you'd want this ...

... made Byte, a native Mac app for chatting with AI models. You bring your own API key (Claude, GPT, Gemini, whatever you use) and pay the provider directly instead of stacking a subscription on top. Or skip keys entirely and run local models like Llama for free. More info: https://get-byte.app ...