... become a category of its own. Comment from Tony(@tony2742): @brajn   The Desktop seems to be one of the most common answers here. It's the quickest place to save something, but somehow it always turns into a temporary folder that never gets cleaned up. Comment from Tony(@tony2742): @clara_isabelle   I think every "temporary

... eliminating background tokens before the encoder. Result: 55.8x wall-clock speedup for ViTs on high-res video (1792p) with 97% fidelity. No fine-tuning required. NeuroFlow is a dynamic routing framework for Vision Transformer video inference. It exploits temporal redundancy by tracking per-patch embedding-distance threshold via an Exponential Moving Average (EMA) of patch-level embeddings, effectively answering the architectural mismatch between O(N2) self-attention and highly redundant natural video streams. Key Contributions: Architecture C (Dual-Memory ...

... into musical structures. Unlike typical AI generators that analyze your prompt to synthesize a single audio block, Orchestria uses a multi-agent framework to break down your request. The Conductor agent reads your prompt to determine musical parameters like tempo, key signature, and genre, while subsequent agents program drums, compose melodies, and mix the track using virtual instruments. Writing a good prompt is simply a matter of feeding these agents the right details. Defining Key, Tempo

... available. The behavior persists long after the cause is gone. Most people using Google Drive, email, or Slack to send sensitive files aren't naive. They're fatigued. They know something is off. They've just run out of alternatives so they compress the discomfort and move on. Research note: A 2023 Pew Research study found 79% of Americans feel they have little control over data companies collect yet the majority continue using the same platforms. Researchers have called this ... ... privacy fatigue : not indifference, but the behavioral result of repeatedly finding no viable alternative

... context is equal. So we stopped treating it that way. Most AI tools store everything the same: Writing rules Personal background Preferences Temporary notes But a rule like: Use bullet points. shouldn t behave the same as: I run a fintech startup and we've just raise $4m So we rebuilt our context system, to help Pretty Prompt give better results. (Best part, the user owns that context, and can use it across any LLM) Launching today Instructions vs

... office? ___Audit team is arriving in 2 hours, and there's an important signature missing on an important document. It becomes a nightmare if the only authorized signer person is on leave and out of station... !! Watch how LiveSyncDesk temporarily tackled the situation instantly and saved the audit .... https://youtu.be/4q8oUXzFlUc?si=... Comment from Konstantin Gerasimenko(@konstantin_gerasimenko): A very familiar corporate genre: the audit is in 2 hours, the required signature is missing, and the only person authorized to sign ...

... seems usable. It even works. But it accumulates technical debt faster and makes it harder to judge quality . The creativity and destructiveness of LLMs coexist. They can quickly turn an idea into code, but they may also mistake a temporary scaffold for a foundation. The cost often does not become apparent until month 18 What Actually Works Avoiding tech debt does not mean building for massive scale from day one. That can be wasteful and prevent you from finding product ... ... against an authoritative baseline. Data-quality detection: 3-step fallback chain (FK name canonical-link) plus a curated-source AI block-list. L. Violation Response On any breach: stop log entry (type, root cause, files, prevention) explain propose compliant alternative

... output pressure in bounded ways instead of letting emissions or claim pressure run wild. That can include things like: slowing certain reward lanes increasing friction on overactive loops easing the speed of extraction reducing harvesting efficiency during stressed conditions temporarily hardening resource generation when volatility is elevated This is not punishment. It is pressure management. 2. Adjust world pacing Blaze Balance Engine is not just economic. It is world-aware. That means it can influence: storm build and decay event ... ... cadence cooldown rhythms activity tempo

... Product Hunters, Most e-commerce spy tools on the market stop at the surface. They show you which ads a competitor is running or estimate their monthly traffic. They tell you what your competitors

... everyone, I'm Dishant developer of @FCE - Temporary and disposable email I built it because most disposable email services either track users heavily or have terrible developer experience. My goal was to create a privacy-focused temporary

... Trophy that we think is worth shouting about. Since the early days Trophy has helped you build complex points systems without coding (think 'XP', 'Gems', 'Energy' etc in mobile and web apps). Now, with Points Boosts, you can add temporary multipliers to this logic during key periods to incentivize extra engagement or prevent churn. Boosts can apply to all users, specific user groups, or individual users, with Trophy taking care of applying multipliers to the right users automatically. Here ... ... boosts: Run boosts across all users around key calendar events in your industry like New Year, Valentine's Day or BFCM. Give 'Pro' users an indefinite 1.5X points boost compared to free users Grant 'at-risk' users a temporary

... People often compare temporary email and email aliases as if one is better than the other. In reality, the choice depends on the product you are building. Temporary

... complete drop in social app activity to surface meaningful insights about sleep habits or emotional wellbeing. This isn't about reading messages; it's about noticing significant behavioral shifts that might warrant a caring conversation. Privacy by Design: Temporary Sharing & Data Control The best tools are built on consent and control. Features like temporary

... might prefer mornings" (inference). Higher confidence memories surface first. Reinforcement Every time a memory is recalled and used, it gets stronger. The decay timer resets and the memory receives a ranking boost. Frequently relevant memories survive. Unused ones fade. Temporal Awareness Time-sensitive memories like "traveling to Tokyo next week" decay faster than permanent facts like "favorite color is blue." Outdated information doesn't clutter your AI's context. Source Tracking Every memory tracks its origin: explicit (created ... ... included free in all plans. Free tier includes 1,000 memory actions and 10,000 API calls per month. Get Started Memory Decay works automatically on all projects. No API changes required. View decay information confidence scores, reinforcement counts, temporal

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... everyone! I recently built FastTempMail.com , a fast and modern temporary email service designed for people who need instant, disposable inboxes without creating an account. Key Features Here s what FastTempMail offers: Multiple Sessions Use up to 3 emails at once Custom Duration Choose how long your inbox lives ( 1 hour to 3 days ) Real-Time Auto-refresh inbox with no manual reload Custom Prefix Create personalized email prefixes Server Delete Permanently delete your inbox when you're done Pagination Smooth ...

... Hello producthunt community, I have noticed that there are a lot of temporary email services out there, with well-known ones like https://temp-mail.org . One of the main reasons people turn to these services is for creating quick accounts on platforms like Facebook without tying them to a personal email. A while back, I realized that many temp mail providers don t actually work reliably for this. Some domains get flagged fast, and suddenly you can t use them ...

... Product Hunt community! We're thrilled to launch TempMailTo , the ultimate tool for protecting your inbox from spam while keeping things simple and secure. No registration, just instant temporary emails! Why TempMailTo? Instant Email Creation : Generate a disposable email address in seconds to sign up for websites or services without exposing your real email. No account needed! [ https://tempmailto.com ] Spam-Free Inbox : Say goodbye to newsletter spam and phishing attempts. Use TempMailTo for one-time signups or testing. Developer-Friendly ... ... Integrate temporary

... team's financing roadshow, I accidentally tested the AI generation function of "EasySlides", which accidentally saved my late-night overtime work. This is not a promotion, but purely to share the real experience: My Crash Scene I received a temporary task at 5pm on Tuesday: "I need a 15-page PPT on the technical structure of the product at 9am tomorrow morning". As a non-technical origin of the operation, just organizing the logical framework took 3 hours, only overnight ... ... draft surprised - surprisingly automated: Turned technical jargon into visual flowcharts Matched tech blue gradient template But business scenario pages had duplicate content Iterative tweaking (6 minutes) Optimize with built-in instructions: "Compress scenario pages to 3 typical examples, add competitor

... asking users to paste them everywhere, Piper uses a centralized model. You add your keys to Piper once. When an app (that supports Piper) needs a key, Piper asks you for permission. It then gives the app a temporary, limited pass, not your actual key. You can see all permissions on a dashboard and turn them off with a click. The idea is to give users back control without crippling their AI tools. I'm also building out a Python ... ... uses the SDK which vends a short-lived token that the agent can use to access the specific user secret. Also incliudes environment variable fallback in case the agent's user prefers not to use Piper. This gives agents temporary

... everyone, I m excited to share an idea I ve been working on: SkillX (temporary name). The concept is to create a platform that connects content creators ( mainly youtubers) with freelancers who can help with tasks like video editing, thumbnail design, social media management, and more and vice versa : where freelancers can also find creators to collaborate with on exciting projects. What is SkillX ? Mutual Connections : A platform where content creators can easily find freelancers with the right skills ...

... kinda boring), and the second is too ambiguous. For context, we're basically positioning ourselves similarly to Teal (which had a few really solid launches here on PH a few years back) & a few odther established competitors. We're differentiating on 1) Price (we're 20%-33% the cost), 2) more robust insights & suggestions on job fit, 3) A more authentic, less "linkedin-y" brand. We also have roadmapped a few big & innovative features the other companies ... ... cutting-edge exploration technology,But with AI's power ,we can also to change the industry we are working on. This is an exciting time, let's make something awesome @rajiv_ayyangar Comment from Jemmy(@amiaomomo): our previous tagline is 'Tempo

... approaching the long-awaited Golden Kitty Awards, I'm dropping here some of my favorite developer tools launched on Product Hunt in 2024: @Supabase - The open-source Firebase alternative went GA last April and had a *stellar* launch: #1 Product of the Day, #1 Product of the Week, #1 Product of the Month! @bolt.new - Last year, @v0 by Vercel was nominee, and I predict the alternative