... 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

... 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

... which a bad default costs you something. Slightly grim that the one control with that property is also the one furthest behind a paywall. Comment from Omri Ben-Shoham(@omri_ben_shoham1): Good writeup - the distinction between blocking Training vs blocking Agent is the part people are going to get wrong for a while. One thing worth adding from the operating side of an agent, not the site-owner side - when an agent gets blocked, it usually doesn't fail ... ... 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

... notice it was wrong? Comment from Asad M.(@asadmalik901): @siarheihamanovich  Agreed on the ordering, the server decides and the copy only reports. Where it bit us is that the server thought it had succeeded. Valid file, non-zero bytes, 200 back, and the content was wrong in a way no assertion I'd written could see. So success needs a definition beyond it returned something, and that's the part I keep underestimating. Comment from Siarhei Hamanovich(@siarheihamanovich ...

... 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 ...

... Load-bearing context Tracebacks, file paths, exact values, patch anchors and acceptance criteria. Losing a few tokens can break the task. Executable context JSON, shell output, patches, CSV or anything another program will consume. This often needs to remain byte-for-byte

... coffee and drew up a plan for the week. I wanted to keep the template's gorgeous aesthetic with its clean product cards, neat medical icons, and clear shopping pathways but I needed to strip out every single byte of unused asset code, optimize the image handling, and implement a fast, client-side shopping cart using local storage so that we wouldn't need a heavy database connection for simple browsing and cart management. --- Day 2: Streamlining CSS and Optimizing ...

... nothing, the reviewer's normal experience becomes an empty screen, and empty screens train people to expect empty. Whether the one that is not empty gets read properly on day forty is an open question. It still beats the alternative, because a difference against a background of silence is about as salient as anything gets. And yes to the small pile. Most of what gets called judgement is work nobody has bothered to make mechanical yet. Comment from Aadil Ghani ... ... exist, which is why it is the one that quietly did not get built. The scope point I would take with one caveat. Invalidating an approval when the action changes needs a notion of the same action, and byte

... exact boundary case took longer than testing the actual feature. So I built TestFiles. It generates test files locally in the browser, including exact-size images, audio, text, and other common fixtures. It also lets you inspect magic bytes, MIME information, and file signatures without uploading the file to a server. For media and document workflows, there are stable sample files that can be used in automated tests. The goal is simple: make upload limits, MIME validation, Range requests ...

... lingo push --estimate reports what a translation run will cost before it runs. The CLI uploads the source bytes so the server plans the exact delta only the keys and locales that are new or changed against what's already localized then prints the estimate and exits without translating anything. Run it before a large or first-time translation to size the job, then run lingo push to translate for real. The number is an estimate, not a quote ...

... sync pass but body fetches run on their own dedicated IMAP connection precisely so that opening a message never queues behind a sync. Slow connections: that's where the win is biggest and where the tradeoff lives. The bytes still cost what they cost; the point is that they move while nobody is waiting instead of under your click. Latency matters more than bandwidth, actually: the warm-up takes connect + TLS + login + SELECT off the click path ...