From Product Hunt
Developer tools and AI utilities leading today. A gamification API that could save weeks of dev time, and an AI code reviewer that's getting real adoption.
Atlas.new — AI Agent for Maps
Build spatial apps by describing what you need. No code, no GIS expertise required. Create maps, run analysis, and deploy in browser. Great for city planners, researchers, or anyone working with location data.
Trophy 1.0 — Gamification APIs
Streaks, XP, badges, leaderboards as APIs. Configure without coding, automate notifications, monitor retention from a dashboard. Used by cal.com and n8n. Free for up to 100 MAU.
cubic 2.0 — AI Code Reviews
Rebuilt review engine optimized for accuracy and low noise. Goes beyond PR comments with CLI, AI docs, and PR description updates. Used by cal.com, n8n, Granola, and Linux Foundation projects.
Superdesign Prompt Library — Design Prompts for AI
Community-driven library for style, animation, and UI component prompts. Build and share prompts with your team. Works with any coding agent like Cursor, Claude Code, or Windsurf.
Adject v1.5 — AI Product Photos
Hyper-realistic product images and videos for e-commerce. Project-based workflow, reference-based generation, image-to-video. No studio or photographers needed.
From Reddit
Massive news day. Apple chose Gemini over OpenAI for next-gen Siri. Healthcare AI is heating up with Anthropic and OpenAI both making moves.
Apple and Google announced a multi-year partnership. Gemini will power "Apple Foundation Models" including a completely revamped Siri coming with iOS 26.4 this spring.
Google's market cap briefly surpassed Apple after the news. Elon Musk called it "unreasonable concentration of power" given Google also has Android and Chrome. OpenAI's ChatGPT integration will remain for now.
Anthropic Launches Claude for Healthcare
HIPAA-compliant configurations, explicit commitment not to train on health data. Database integrations with CMS, ICD-10, NPI Registry. Targets clinical workflows, triage, and research via PubMed/bioRxiv connections.
OpenAI Acquires Torch Health for ChatGPT Health
Torch Health unified lab results, medications and visit recordings. The team is joining OpenAI to build ChatGPT Health into a comprehensive AI tool for health and wellness.
Sakana AI: Extend Context by Dropping Positional Embeddings
Research from Sakana AI shows dropping positional embeddings from pretrained LLMs can extend context length. Simple technique with surprising results.
Quick hits from AI.
NEO (1X) is Starting to Learn on Its Own
New demo shows 1X's humanoid robot learning tasks autonomously.
UniCorn: Self-Healing Framework for Multimodal AI
Chinese researchers teach models to recognize and fix their own weaknesses.
From Reddit
LTX-2 is everywhere. Major VRAM optimizations mean 20-second 1080p videos on 16GB cards. The community is shipping impressive workflows.
Wan2GP: 20s 1080p Video with 16GB VRAM
New update enables 20-second 1080p generation on consumer GPUs. People are running it on RTX 3060 6GB (720p) and getting usable results in under 10 minutes.
LTX-2 Audio Input: School of Rock Recreation
User recreated a full "School of Rock" scene using LTX-2's audio input I2V flow. Split audio into 4 parts, generated each with I2V, stitched together. Results are surprisingly coherent.
Z-Image Turbo ControlNets Updated
New lite model at only 1.9GB. Fixed mask randomness issues and overfitting between control and tile distillation. Inpainting mode supported.
Wan 2.2 NVFP4 Quantization
FP4 quantized version of Wan 2.2 now available on HuggingFace.
Qwen-Image-2512 ControlNet Union
Supports Canny, HED, Depth, Pose, MLSD, Scribble. Inpainting included.
From Reddit
Good week for self-hosted tools. A book downloader reborn as Shelfmark, a FreshRSS extension for YouTube, and some nice Mac utilities.
Shelfmark — Book Downloader v1.0
Formerly calibre-web-automated-book-downloader. Now supports torrent/usenet/IRC downloads and full audiobook support. Still does the simple Anna's Archive mode, all new features are optional.
Youlag v4.1.0 — FreshRSS Extension for YouTube
Modernizes FreshRSS for viewing YouTube and articles. Stay connected with creators via RSS without a Google account. QoL features and clean design.
Wallspace — Live Wallpaper for Mac
Lightweight video wallpaper app with Paper-style UI. 4K support, smooth playback behind desktop icons. New Mac app from an indie dev.
PDF Auditor — Inspect PDF Internals
Native Mac tool for developers and security analysts. See why PDFs are large or trigger warnings. Preview hides everything, this shows you the structure.
Quick Mac utilities.
DockLock Lite — Lock Dock to One Display
13 years after Mavericks broke it, you can finally stop the Dock jumping between monitors.
dutix — Migrate macOS File Associations
CLI for setting default apps. Migrate all associations from one app to another.
GeoguessLite — Open Source Geoguessr
Subscription-free alternative. No Google Maps APIs, fully sustainable and free.