... What it is One open-source layer for building health products on top of wearable data. Unified API across Oura, Garmin, Whoop, Apple Health, Polar, Suunto, Samsung, Strava, and Google Health Connect Standardized schema, so you stop writing per-vendor normalization code Open scoring algorithms you can audit, fork, and tune for your domain Coaching profiles for wellness, clinical, and performance use cases MCP server, so any LLM can reason over health trends instead of just reading raw numbers Self ... ... healthtech engineering company. For the last decade, we've shipped digital health, wellness, and clinical products with teams across regulated industries. And every single time, the same thing happened: weeks of plumbing before anyone touched the actual product. New vendor

... individual deployments practical. What this is (and what it is not) This is a permissionless payment layer. Any agent with a funded wallet can show up and use the service without anyone approving them first. There is no vendor relationship to establish. This is not the first way an agent can pay for things. An agent with a Stripe API key can already make programmatic payments. Cloud providers like AWS and Vercel already have deploy APIs with billing attached ... ... claiming agents could not pay for deployment before this. The actual difference is in the access model. Stripe requires KYC, account approval, and a billing relationship with each vendor

... just launched @VouchVendor , an AI-powered vendor risk platform that replaces the spreadsheet grind of SOC reviews (for any of you risk and compliance folks out there). Upload a vendor

... guess everyone does it these days, especially when GDPR and EU AI Act questions starts coming up. Right now Im experimenting with workflows around: Classifying AI feature risk (So a team can understand which AI features are low risk vs higher risk from a compliance standpoint) Showing which obligations apply (Helping teams see what they may need to do under frameworks like GDPR or the EU AI Act) Tracking evidences / missing docs (Making easier to see what documentation, policies ... ... questions I'd love thoughts on: Is this a painful enough problem to solve? Who usually owns this problem inside a company today? What is the hardest part in practice: figuring out what applies, keeping documentation current, managing vendors/models

... surveyed 3,000 B2B buyers who used AI assistants (ChatGPT, Perplexity, Gemini) in their last vendor selection process. The goal was simple: find out exactly what they asked and what actually influenced their shortlist. The results reveal a massive gap between how companies market themselves and how buyers actually discover them through AI. Here is what we learned. 1. Buyers Don t Ask Who Is the Best? Only 12% of buyers used generic category queries like best ... ... project management tool. The other 88% used queries that included: A specific problem they were trying to solve A constraint (budget, team size, integration) A comparison between two specific vendors

... engineers who skip that struggle badly at sim-to-real transfer -> Terminal-only, Gazebo-specific workflow is a hard limit if your stack uses Isaac Sim or Webots -> And any proprietary AI agent in your core workflow = vendor lock-in risk Curious how it handles URDF validation and collision mesh accuracy? None of these are dealbreakers for students or solo researchers. But for engineering teams evaluating it seriously, these constraints matter. Answers: 1. Our initial reach ... ... instead with Drift, so that engineers actually focus on the physics and behaviour of robots in the sim. 7. That's why we are bringing MuJoCo, Isaac Sim and other simulators and plugin support really soon. 8. If the vendors

... P2Insight's PunchOut for Maximo makes shopping vendor catalogs in Maximo fast, easy, and error-free. With PunchOut, your team can: 1. Access major vendor

... environment What s been harder than expected than the stack itself is everything around it: auth + permissions are getting complex fast (especially with multi-client setups) data pipelines + syncing are way harder than expected deciding what to precompute vs calculate on demand is still an ongoing trade-off Feels like the product isn t just build features it s designing a system that stays manageable as data + clients grow. Curious how others handled this: did you optimize your data layer ... ... tattoos or mockups) Tech-wise I m using: Flutter for the mobile app Firebase (Firestore + functions) OpenAI + Replicate for image generation (testing multiple models right now like DreamShaper, Flux, Ideogram) Biggest challenge so far has been balancing quality vs

... Meow world, welcome back to The Breakpoint, a weekly thread on all things dev tools on Product Hunt. The latest Recent dev-first products launched on the site @Tines offers a secure, trusted, vendor-agnostic platform to build, run, and monitor workflows @Warp launched an orchestration platform for cloud agents @Edgee reduces token costs by compressing prompts before they reach LLMs @Mastra now gives your agents human-like memory @Speakeasy launched an open-source CLI to help running multiple agents ...

... freedom to build." We listened. Today, thanks to @stefan_car , we are expanding Intrascope beyond team chat. We are launching our native n8n integration (n8n-nodes-intrascope). The Problem: API Key Fragmentation Building AI workflows usually requires pasting sensitive vendor API keys into every single node. If you want to switch a workflow from GPT-4 to Claude to save costs, you have to hunt down credentials and update multiple nodes manually. The Solution: The Intrascope Node With ... ... package, Intrascope acts as the orchestration layer for your automations: One Key for Everything: Connect n8n to Intrascope with a single Integration Key. No more scattering vendor

... Digital payments are everywhere, yet friction still exists in surprising places. Consumers worry about data theft. Small vendors pay recurring fees for EFTPOS machines. Delivery personnel struggle with inconsistent payment acceptance. Meanwhile, users juggle multiple apps for transfers, bill payments, and card transactions. This Idea Usher review looks at JabaPay , a mobile-first digital payment solution designed for users and businesses in Finland . From a Product Hunt, builder-to-builder perspective, this review evaluates JabaPay not as a marketing story ... ... direct question: Can a mobile app replace traditional EFTPOS hardware while increasing trust in digital payments? The Problem JabaPay Targets Two major insights shaped JabaPay s direction: A significant portion of users prefer cash to avoid data theft risks. Vendors

... Suppliers discover opportunities, decide Go/No-Go, and generate responses faster AI checks compliance, flags risks, and highlights outliers Knowledge, content, and decisions stay centralized not scattered Who it s built for Government & public-sector procurement teams Enterprise sourcing & vendor management teams Vendors

... Idea Usher review finds the intent pragmatic. Instead of promising radical innovation, Limitless aims to simplify how people shop locally . That focus shapes the platform s features and flow. Platform Structure and Marketplace Logic Limitless operates as a multi-vendor marketplace . Retailers list products, manage orders, and fulfill them either via delivery partners or in-store pickup. This introduces inherent complexity: Multiple inventories and pricing models Store-specific preparation and fulfillment times Different delivery and pickup constraints This Idea Usher ... ... partners create a feedback loop that surfaces reliability over time. This Idea Usher review finds ratings essential for marketplace health and long-term trust. Technical and Operational Considerations While the case emphasizes features, several operational requirements are implied: Multi-vendor

... painful mistakes. The Core Problem We Were Solving CHIMAD wasn t born from a cool app idea. It started with a very operational problem. Businesses were using: One system for payments Another for coupons Manual processes for vendor onboarding Separate dashboards for reporting Meanwhile, users dealt with: Confusing redemption flows Inconsistent QR experiences Poor reliability in low-connectivity environments The client wanted one platform that handled: Digital payments Coupon campaigns QR-based redemption Vendor

... solve a problem every founder has: The "Morning Inbox Dread". You know the feeling. You wake up to 50 emails. - 5 are real work. - 10 are automated newsletters you didn't ask for. - 35 are cold pitches because some vendor sold your data. We built Sentry to fix this. Not with filters, but with Shields. The Concept: instead of giving your real email, you give a Sentry Alias like inbox.your-name.service_tag@your... 1. Leaky Vendor

... deliver better ROI than paid search, which has become increasingly expensive and competitive. Trial Intelligence : We provide behavioral analytics you can't get from your own trial - comparative shopping patterns, feature prioritization across your category, and benchmarking against competitors. Think of us as a qualified pipeline channel, not a marketing expense. Q: How do you solve the cold start problem? Most marketplaces fail because they can't get critical mass on both sides. A: Our go-to-market strategy addresses ... ... this directly: Supply side (Software vendors

... build OutageOwl because I was tired of getting "is checkout broken?" tickets every time Stripe had a hiccup. Here's what it does: OutageOwl monitors vendor status pages (Stripe, AWS, OpenAI, Vercel, etc.) and does two things when something goes down: 1. Alerts your team on Slack - So you know before the tickets roll in 2. Shows your customers a banner - A simple widget on your site that auto-appears: "Our payment provider is experiencing issues. Transactions may be affected ... ... That's it. No more customers thinking YOUR site is broken when it's actually your vendor

... differently. Test each update flow against all three major clients Validation is not enough. Actual behaviour varies by client, so real testing is required. 5. If you need reliable behaviour across Google, Outlook and Apple You can manually maintain: Vendor specific logic Timezone normalisation rules Multiple schemas for ICS, Google API and Microsoft Graph Workarounds for SEQUENCE and RECURRENCE edge cases Testing infrastructure for every update scenario Many teams try this and eventually realise it becomes its own infrastructure project ... ... want to avoid building that system yourself, Synara handles the cross vendor

... inconsistent RSVP handling is a lottery Webhook support ranges from OK to lol no None of this is theoretical. I hit every single one of these while building an event system last month. The calendar layer becomes a pile of vendor-specific logic that you end up maintaining forever. So I built Synara to remove all of that. Instead of forcing developers to juggle three (incompatible) ecosystems, Synara does it for you and gives you a single, predictable model based ...

... moves money directly between bank accounts, it has become one of the most trusted payment methods for small businesses and customers alike. ACH payments were created to replace paper checks, reduce processing time, and offer a more secure alternative. Over the years, the system has evolved to support everything from payroll deposits to subscription billing, vendor

... launch special and hope to gain some great feedback from lovely PH community in holiday spirit too! Lattice enables smart AI systems decisions. When building AI systems there are so many decisions to take. What model to use, which vendor to use for GPUs, which framework works best with my use case, how does pricing compare across different permutations, and so on. Then there are sensitive business requirements which are usually under NDA and cannot be shared with vendors

... with clear obligation triggers , and backs each one with public evidence (job posts, policy pages, RFPs, product updates, investor notes). Updated weekly; monthly pricing billed quarterly. Who it s for. Boutique law firms , privacy/compliance consultancies, GRC & risk teams Vendors offering AI governance , audits, DPIA/FRIA, logging/monitoring, CE-readiness Signals we track (with source links). Hiring: AI governance / risk / compliance roles New AI policies/charters or transparency pages RFPs / vendor

... Hunt! Thanks for all your feedback on the Virtual Card feature! Here's a quick follow-up on how our virtual cards solve the pain points businesses face: No more mystery purchases: Each card is tied to a specific vendor or expense , so you'll always know what was bought, where, and by whom. Instant card generation: Need a new card for a vendor

... found that people started building their products around different LLMs, however keeping track of cost is not easy across multiple suppliers I'm building a lightweight, vendor-agnostic cost control platform that consolidates OpenAI, Anthropic, etc spend in one place. A cost dashboard that s simple enough for your ops team, yet powerful enough to protect your LLM budget. Focus on non-tech users and simple setup. There is a landing page to get more details, but I'm mostly ...

... everyone, I m Eusha, co-founder of Meal Dynamics . My family has been in the restaurant business for over 30 years, so I ve grown up around the everyday chaos, including delayed repairs, lost invoices, and endless vendor follow-ups. That s what inspired us to build Meal Dynamics, an AI-powered restaurant management software that takes the pain out of back-office work by automating tasks such as repairs and maintenance, expenses, accounts payable, and vendor