... nobody covered, which is worse, because it changes a line of code a lot of us shipped this year without thinking about it. If your product has a "paste a URL" box, a link unfurler, an enrichment step, a competitor-monitoring job, or anything that fetches a page and hands it to a model, this is about you. What was actually measured. The paper is "Indirect Prompt Injection in the Wild" by Khodayari, Zhang, Acharya and Pellegrino, out of CISPA ... ... means the model failed before producing anything usable. So three of the four options are bad in some direction, and the one that isn't gets no attention: the rendered snapshot. 1.1% compliance, 3.5% errors. It preserves the structural cues

... applied incrementally without rereading the entire Music.app library. Playlist snapshots, metadata, file locations and Persistent IDs are kept synchronized more reliably between Music.app and Local Music Organizer. Repair / Convert has received a large number of improvements. CUE albums can be split and converted into individual tracks. Support for SACD, DSD and uncommon audio formats has been expanded. Metadata and artwork preservation have been improved, as well as folder permissions, output verification, conversion logs and Finder or Dock drag and drop ...

... context wait for more context and the subtitle arrives after the dialogue Myna handles this with a look-ahead pipeline that processes media ahead of the current playback position. The pipeline transcribes locally with word timestamps, builds canonical timed cues, and then gives the translation layer surrounding context. Translation can improve wording, but it is not allowed to change cue

... with a silent auto-compact, because you get to read the handoff before it becomes the truth. Learn the smell. Re-reading files, re-asking questions, re-implementing its own code: that's not thoroughness, that's your cue to compact on your terms and restart. Bigger windows won't save us btw. They move the cliff, they don't remove it. How do you handle this? Do you compact manually or trust the tool's auto-truncation? Comment from ...

... month can move a warranty expiry by four months, which means we either tell a user their coverage is over while it is active, or worse, promise coverage that already lapsed. Our resolution stack, in order: explicit format cues elsewhere on the invoice, GST filing conventions of the retailer, delivery or payment timestamps when the receipt came from email, and finally a confidence flag that asks the user to confirm instead of guessing silently. The general principle: when a wrong ...

... whole idea is one shared memory across every AI you use, instead of each one forgetting you separately. The colosseum is about the hypogeum which was the hidden network under the arena floor that fed every lift, trapdoor, and cue the crowd saw on stage, invisible the whole time. Which is the mechanic I had in mind while creating Callosium. Every AI you talk to is the performer on the floor. Callosium is the hypogeum underneath it, the structure that ...

... marathon) and when; it builds the whole plan every week to race day, every pace derived from a race you've actually run and your Watch runs it from the wrist: live intervals, pace targets, haptic cues, no phone needed. The part we're proudest of: the plans don't come from a content team or an LLM. They come from a deterministic Swift package encoding the classic coaching canon (Daniels, Pfitzinger, Higdon) and it's open source ...

... animation and 8 seconds of silence. Our engineer thought it was a bug when he first saw the spec. "You want me to add... a delay?" Yes. On purpose. Here's why. We ran an experiment: instant AI response vs. an 8-second pause before the same response. The content was identical. The only difference was time. Users who got the pause rated the AI's reflections 40% more helpful. Same words. Same insights. They just felt more considered ... ... first, and the discomfort goes away. If it only works while it's invisible, that's the harder question. Comment from Mona Truong(@monatruong_murror): @alieksia   Really sharp question. We haven't run a controlled test on disclosed vs

... switching between the Hub and the Academy. - Each page remembers where you left off when you come back; first visits start at the top. - Rebuilt the mobile header so the menu, language and theme controls always fit. - A clearer cue on the timeline so it is obvious you can tap to explore. Everything is still client-side: no database, no cookies, no tracking. I build and maintain CipherLock on my own, and I read every piece of feedback ... ... means it never touches the server access logs, which is a real privacy guarantee, not just a marketing claim. Most "private" messaging tools still log the request even if they claim not to read the content. The interpretive localization vs

... month hiatus. Open rate: less than 10%. The audit revealed their domain reputation in Google Postmaster Tools had dropped to Bad. Every one of their emails was landing in Gmail's spam folder. Their most important mail provider. Cue the confusion and frustration. Understandably. And this isn't an uncommon scenario. I've seen this exact problem repeated across many clients. Now think of the billions in email-driven revenue and opportunities lost by businesses every year to Google ...

... that flag the agent contribution and other receipts that were 100 human. the market self sorts. some recruiters will value the verified AI disclosure. others will not. over time the receipts with agent transparency outperform on credibility because the alternative (resumes claiming pure human work that we all know used AI) has already lost its signal. the platform does not force the choice. it lets the market price it. Comment from Mustafa Arian(@thenameisarian): TAM Network. an AI-native alternative

... When someone journals on Murror, our AI doesn't just process text. It reads emotional weight. It picks up on patterns the user might not see yet -- the way their language shifts when they talk about work versus family, the recurring themes they circle back to every few weeks, the gradual change in tone that might signal something deeper. We built this because it makes the product better. The AI can ask more relevant questions, create more meaningful reflections ... ... know when to give space versus

... That's roughly the line between a sound cue and what I'm building, Pushary carries which agent and what it needs into the alert and reaches your phone when you're away, so you can triage without hunting. Free to try if you want, pushary.com . Curious though, with Conductor, do you get separate sounds for needs-input vs

... specifying the tempo, key, and style. If you want a specific BPM or scale, such as 140 BPM in F minor, you can state it directly. If left unspecified, the Conductor will infer these based on the emotional cues in your prompt. For example, keywords like melancholy, dark, or emotional will automatically target slower tempos between 60 and 100 BPM, whereas terms like banger, hype, or club will push the tempo into faster ranges and request aggressive drum patterns. Routing ...

... security, performance, tests, docs). You give it custom instructions for your team's coding standards and it learns over time. This was the 3rd launch from @Kilo Code on Product Hunt. More recently, they launched a new VS Code extension, with parallel agents, inline diff reviewer, and multi-model comparisons. See launch What will you build this week? Comment from fmerian(@fmerian): good q Comment from fmerian(@fmerian): @frank999999999  ping @realolearycrew - any results with another AI model? Comment ... ... shortcut, talk while pointing your cursor at stuff, and it drops a link your agent fetches and acts on. Wondering if it can somehow link into the Code Reviewer too to quickly replicate the errors given the cues

... getting smarter and more forgiving. Export is getting more flexible so your knowledge base stays portable. Browser Extension Update: We've decided to move forward with the original version of the browser extension, which was a pop-up vs side panel. A few things to note: It provides support across more browsers. Enables you to create recall cards on multiple pages at the same time. It will be locked by default and you can resize it. Write ... ... trace what the AI used, and can I move my knowledge somewhere else if I need to? One suggestion: when an AI action pulls from PDFs/cards/notes, show a compact used these sources trail with freshness or confidence cues

... just based on what you like, but where yyou're going whether it's office room or an outdoor. Personality Quiz : just a short personality quiz that delivers a recommendation that feels personal. Data-Driven Discovery : we mapped lifestyle cues and fragrance family data ti bridge the gap between human character and sensory scent. we are actively buliding and would love honest feedback on: How do you currently discover new fragrance? samples, influencers, or blind-buying? Do you think personality ...

... been heads-down shipping and this release is packed with things you've been asking for. What's new: Light/Dark theme switcher - work comfortably, day or night Emoji annotations - add personality and quick visual cues to your screenshots Counter annotation with pointed corner - formerly known as Step Bullet, now with a sharper style Copy source image - grab the original without any edits applied Keyboard shortcut for annotation tool - stay in flow without reaching for the mouse Higher zoom limit with ...

... what changes the dynamic. Comment from Nischay Kashyap(@nischay_kashyap): Recording is necessary but so is consent! Comment from Rohan Chaubey(@rohanrecommends): @paulveth  An international recording signal is a really interesting idea, Paul. A simple, standardized audio cue or visual badge across tools could remove a lot of ambiguity and make you are being recorded as obvious as a seatbelt sign on a plane. Comment from Ghost Kitty(@ghost-kitty-9399483): Comment Deleted Comment from John Baek(@fitnessrefined ... ... they handle client interactions? Comment from Farhad Asbaghipour(@farhad_asbaghipour): I d probably drop immediately trust is gone at that point. It s interesting how many modern workflows are becoming record first, ask later. Curious how others balance efficiency vs

... tired of the same problem: Every day I'd be mid-reply in Slack or Gmail, stop, open another tab, find the template I needed, copy it, come back. Dozens of times a day. So I built Cue, a small macOS app that detects what you're working on and shows your saved templates and links automatically in a floating widget. - CMD+SHIFT+S to save anything in 2 seconds - Widget appears when context matches (Slack, Gmail, your ...

... Hi Product Hunt I m Darren, the creator of CueTrack . I run a sports bar and built this because we ...

... mental health. Right now, everyone is rushing to add "AI Chatbots" to their apps. But there is a huge risk they are ignoring: Hallucinations. Generative AI (like ChatGPT) is creative, but it makes mistakes. It can miss a suicide cue. It can give bad advice. In mental health, a "creative" mistake isn't just a bug, it's a liability. The Problem with "Prompts": Most apps try to fix this with "Prompt Engineering." They write long instructions telling ...

... account, no onboarding flow, no bloat. A few things that make it different: Build a full custom workout in seconds Each interval gets its own name and duration "Up Next" preview so you know what's next. Audio + haptic cues so you can put your phone down Pre-built templates for Tabata, EMOM, 5x5 and more Apple Watch app included Dark UI that's actually readable when you're sweating It's currently in beta on TestFlight ...

... Just wanted to say a quick thank you to everyone who checked out Cue today. I launched this morning not expecting much. It's a tool I built over the holidays that turned from a side project into the main project I'm working on. Seeing it hit #3 (so far) is honestly surreal. But more than the ranking, the comments and questions have been incredible. People asking about reliability, integrations, roadmap, it's clear this community actually cares about ... ... future iterations. I'm a solo dev, so every upvote, comment, and piece of feedback genuinely helps shape where this goes next. Already added a bunch of ideas to the roadmap from today's conversations. Thanks for giving Cue

... symptoms and start rewiring their nervous system. Here is how to use canine behavioral science to turn your anxious pup into a confident, independent companion. ## The Science of "Safe Departures": Desensitization * **Identify the Triggers:** Explain how dogs associate "exit cues" (grabbing keys, putting on shoes) with abandonment, spiking cortisol before you even leave. * **The Muted Exit:** Techniques for performing these cues