... everyone we've been building Kumoo , an AI retouching + batch editing tool for photographers and studios, and wanted to share the feature we're most excited about: AI Color Transfer . The idea: you find a photo a movie still, someone else's edit, a Pinterest mood board pic, whatever and Kumoo lets you "steal" its color grading and apply it straight to your own RAW photos. No manual curve-matching, no guessing at LUTs. A few clicks and your photo ... ... does: Auto Portrait retouching for different skin tones(Dodge&burn, remove blemishes & wrinkles, body reshape, remove glasses glare, add makeups, teeth whitening, tattoo removal etc.) AI auto-grading for fast first-passes Tethered shooting (shoot + review live) Batch

... spent the past 3 months building an AI-powered batch image generation platform for e-commerce sellers. You connect your own AI image API, upload product photos, set your brand style, and generate hundreds of marketing visuals in one click all through a visual node-based workflow. Tech stack: Next.js + TypeScript + Cloudflare Workers. https://image.hanyue-room.design/ invitation code:INV-BC99736EDFDA INV-7E7E1B5608B3 INV-4A2578D2A494 I Would love to hear your feedback ...

... 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 ... ... close to a fixed cost. An unstable small one can out-spend it. Size isn't the sin, churn is. Third, session shape flips the winner anyway. On a multi-step task the heavy harness finished cheaper (121k vs

... social can't eat my week removed the resentment, and removing the resentment is what made it sustainable. Context: I'm the founder of XreplyAI, a scheduler that plans and publishes across 15 platforms from one calendar, so the batching-and-slots half is my own product: https://xreplyai.com?utm_source=... What does your weekly social routine actually look like? Do you batch

... quick daily edits What Picsabc brings Local browser processing for most tools Image compress, resize, crop, EXIF viewer & video frame extract run entirely on your device. Your photos never leave your browser, 100% private. Free AI Background Remover Batch process up to 20 images, transparent/custom color backgrounds, high-res downloads. Temp server uploads get auto-deleted within 1 hour. Full batch

... pattern I keep seeing with short-form video: creators batch-film on the weekend, then still post everything manually because they assume TikTok has no scheduler. It has one, but it's gated twice. Gate 1: account type. Only Business and Creator accounts get the native Video Scheduler. Personal accounts never see it. Switching is free; most solo creators should pick Creator, because Business accounts trade the full music library for commercial-licensed sounds only. Gate 2: surface. Scheduling lives ... ... personal included. That's the route I took with my own product, XreplyAI, which schedules TikTok alongside 14 other platforms from one calendar. Full walkthrough with the mobile workarounds: https://xreplyai.com/blog/can-yo... How do you handle short-form video: batch

... ways: Most Funded Unicorn Founders Biggest Exits Serial Founders some of it's who you'd expect - the Collison brothers and the Airbnb crew up top. Some of it's a rabbit hole: the same names keep resurfacing across batches. Kyle Vogt (Twitch Cruise), Justin Kan, and Parker Conrad have each done YC more than once, and 160+ founders here are behind billion-dollar companies. and since we're an open-data project, the whole thing is also a free ... ... from vmonome(@taskrelayhq): This is a fun rabbit hole the repeat-founder pattern (Vogt, Kan, Conrad) is the interesting part, way more than the leaderboard itself. Would love to see it sliced by 'founders who've had one exit vs

... Product Hunt, some updates on Banger Mail after the PH's launch. We started to receive great feedback and I'm personally onboarding a small batch of Mac-based teams that want to use Banger Mail on real shared inbox work. This is not a subscription push. I want to see how your team handles support, sales, hello@, founders@, and other shared email workflows so we can make Banger better for the teams using it. Right now this onboarding batch

... companies. Only ~4% have gone public. I built a filter for it inside ExploreYC. The list is shorter than you think. Some patterns I noticed: - Most IPOs came from B2B SaaS, fintech, and biotech - The median time from YC batch to IPO: 7 years - 3 batches

... Since launching ExploreYC, the #1 request in my inbox has been some version of: "This is great, but can I get the underlying data?" Founders wanted it for competitor research. Investors wanted it for sourcing. Job-seekers wanted to filter every company that's hiring. Data nerds just wanted to play. So today we're launching the YC Companies Database What it is: A single searchable, sortable table of every Y Combinator company with the columns that actually matter: Batch

... same old playbook: they force you to create an account, upload your private assets to their cloud servers, and then slap a massive watermark on your download unless you upgrade to a paid plan. I wanted to build an alternative that respects both developer workflows and user privacy. That s why I created FDM AI Photo Suite a professional-grade image toolkit designed to be completely browser-native . By leveraging local sandbox processing, your files never touch a backend server ... ... Everything executes locally on your machine, giving you maximum processing speed and absolute data privacy. ### What can you do with it? * High-Speed Batch

... Have you found that early customers care more about speed gains or about creative control over what the AI surfaces? That answer usually shapes the entire roadmap. Comment from Nolan Vu(@nolan_vu): @thenameisarian  Interesting, alternative to LinkedIn you said "Transparency, not hiding" as the positioning is sharp. The whole industry is moving toward pretending AI involvement isn't happening, so calling it out directly and making it a feature instead of a flaw flips the script ... ... really smart way. Recruiters needing to know what was AI vs

... transitions (all WebGL shaders), 12 effects, 22 filter presets - Multicam editing, speed ramping, crop & mask, compound clips - Audio effects chain (EQ, compressor, reverb, de-esser, limiter) - LUFS loudness normalization for YouTube/Spotify/podcasts - Beat detection with snap-to-beat - Batch export with 8 platform presets 30+ languages including 22 Indian languages via Sarvam AI unmatched by any competitor

... Product Hunt! I'm thrilled to share that Memoket Gem units have been shipping in batches since Sunday, and more are going out every day. The final batch

... both content and   product work.   2. Google Search Console I basically live in it. For anything SEO, it's the only honest source of truth   about what's actually happening vs. what I assume is happening.   3. Ahrefs keyword and competitor

... Shai-Hulud / Miasma worm has been quietly pushing itself into people's GitHub repos including real, well-known OSS projects where it auto-runs the moment you open the repo in an AI editor (Claude / Cursor / Gemini / VS Code) or install it, then harvests your tokens. It lives in the GitHub source, not the npm registry, so a lockfile audit never sees it. octoscope already points at the repos you own, so this release teaches it to look. @icflorescu What ... ... /gfazioli/octoscope If you maintain a few repos: would you want this as an on-demand check, or always-on at startup? (I tried an always-on banner and pulled it it couldn't tell a worm from a Dependabot batch

... different. Today it has 12 tools, all running entirely in the browser with zero uploads: Image Compressor - PNG, JPG, WebP, AVIF up to 90% smaller Image Converter - convert between any format HEIC Converter - iPhone photos JPG/PNG, instantly Image Resizer - batch resize with aspect ratio lock Crop & Resize - freehand or fixed-ratio crop Remove EXIF Data - strip location, device info, metadata Watermark - single image watermarking Bulk Watermark - stamp your brand across a whole batch

... looked decent, and integrated it. It worked. Until it didn't. The problems nobody talks about The more I used these APIs, the more friction I ran into not bugs, just poor design decisions that compound over time: No batch endpoint. Converting 30 line items in an invoice meant 30 separate requests. Quota burned fast, code got messy. No timeseries. Need rates over a date range for a chart or accounting reconciliation? Good luck stitching together 90 individual daily calls ... ... gave myself were simple: Every response must tell you where the data came from (source: "ecb"), whether it's stale, and when it was last updated via both response fields and HTTP headers (X-Cache, X-Last-Updated). Batch

... unattended that hits an unexpected approval mid-run. Your batching didn't predict it, so now it's stuck and you're back to the same silent-wait problem, just less often. The batching

... wrong, you get a clean human sentence instead of a wall of raw 502 Bad Gateway HTML. Smaller things that add up Sponsor and release-notes links are now real OSC 8 hyperlinks clickable in iTerm2, WezTerm, Kitty, recent VS Code; plain text elsewhere. Paste into the filter works now, including multi-rune batches

... Next.js / Vercel, stateless PWA. No native app. 75-register mood taxonomy I hand-curated over months. Each one has an editorial definition + canonical exemplar films. Stuff like warm hug, neon nights, anxious dread, intellectual puzzle, melancholy beauty. Defining "wistful" vs "melancholy" as non-overlapping is a real design problem. 43,000 films classified across all 75 registers via batched

... upfront. GPT-4 tiles a 1024 1024 image into ~765 tokens before it reads your prompt. Send 10 images in a conversation, and your "cheap" chat call isn't cheap anymore. GPT-4o Realtime charges $100/1M audio input tokens vs $5/1M for text. Same model. 20 difference depending on how you send data. Batch

... nabeelhashmi.com/products/arkida Arkida is a powerful browser extension that transforms your screenshots and images into professional product shots, scene mockups, and presentation-ready visuals right inside Chrome. With advanced 4-point perspective warping, realistic scene occlusion, AI enhancements, and batch processing, Arkida goes far beyond basic frame overlays. Everything runs locally for complete privacy no uploads, no accounts, no data leaving your device. KEY FEATURES 4-Point Perspective Warping: Map your screenshots onto any angled monitor, tilted phone, or real ... ... from Unsplash, Pexels, and Pixabay. Frame Effect Layers: Add adjustable shadows, blur, and overlays for extra depth and realism. High-Resolution Export: Save as PNG (lossless), JPG, or WebP with transparent background support. POWER USER TOOLS (ARKIDA PLUS) Instant Batch

... quota units/day and requires a GCP project. This Actor skips all of that. What you get: Clean structured JSON full transcript + timestamped segments Auto-generated AND manual captions Regular videos, Shorts, Premieres, live VODs, embeds 100+ languages auto-detected Batch processing via API no daily caps Integrates with n8n, Make, Zapier, LangChain, and any RAG stack Who it's for: AI engineers feeding transcripts into RAG pipelines or LLM datasets Content marketers repurposing YouTube into blogs & newsletters SEO professionals ... ... extracting keyword data from competitor

... using free-form prompts. Your product stays your product no distorted textures or warped labels. End-to-End in <15 Seconds: Upload, background removal, and scene generation are chained in a single round-trip. No queue waits, no batch jobs, and no Photoshop cleanup needed afterward. Transparent Pricing: Just flat, simple pricing. One credit equals one image. Plus, you get a full commercial license and absolutely zero watermarks, even on the free tier. Built for Real Workflows: Whether ... ... selling on Shopify, Amazon, or running an agency, Palmou AI offers better output quality and pricing predictability than template-driven alternatives