... native startup shipping fast with augmented coding, but the debt it creates is different from anything I've seen before. I remember in my old team we put aside around ~20% of engineering time to pay down debt that accumulated during feature releases. We're deliberately using AI to go deeper, our test-coverage is through the roof but there are still things that slip through the cracks and they are hard to catch. At times parts of our codebase ... ... Fair point and yes, I believe continuous refactoring tilts the equation here. Same can be said about error resolution. As long as instrumentation is in place to catch issues quickly one could say the trade-off of moving fast vs

... Augment Code has been quietly building enterprise-grade coding tools for large engineering teams, and they launched Intent . heir answer to what comes after the IDE. According to their announcement: "The bottleneck has moved. The problem isn't typing code. It's tracking which agent is doing what, which spec is current, and which changes are actually ready to review." What makes Intent different is the living spec model. Requirements update automatically as agents complete work, so every agent shares ... ... give Aria a step-by-step workflow they express intent ( remind me about X , block time for this ) and Aria figures out the execution. The overlap with what Intent is doing at the code layer is striking. Curious if Augment

... hitting 80%+ of my limit almost every day. Worth every penny. - Cursor: Using about 60% of fast requests. Solid value. - ChatGPT: Maybe 20% usage. I was using it mostly as a Claude backup when rate-limited. - Copilot: Under 10%. VS Code autocomplete was nice but I wasn't really dependent on it. Without usage data, all subscriptions feel equally necessary. With data, the picture is obvious. I cancelled Gemini ($20/mo saved) and I'm evaluating whether Copilot is worth keeping ... ... That's potentially $30/mo saved $360/year. TokenBar paid for itself in the first week. What it shows: - Usage vs

... tools available to everyone. Services like Google's Find your phone are essential for locating a lost or stolen device in a pinch. However, they are reactive and lack the proactive, scheduled safety features of a dedicated family app. Augment with Specialized Hardware Where Needed: Does your young child walk home from school? A simple GPS watch with an SOS button can integrate its location data into your primary app, creating a hybrid model. Use dedicated devices to fill specific ...

... sparked an interesting thought experiment: how likely is it that we ll see AGI (AI that thinks and learns like a human) within the next five years? The report highlights a fascinating divergence: the view from money vs. the view from science. Money : the probability inferred from trillions poured into data centers, Nvidia chips, and servers. Investors seem to be betting that AGI is inevitable. Science : the probability inferred from research papers and AI development models. Experts are far more ... ... might be ahead of reality. Expect volatility, overpromised outcomes, and valuable lessons along the way. Meanwhile, AI continues reshaping work, attention, and human behavior. I d love to hear the community s perspective: Are you seeing this money vs

... projects you re shipping Let s crowd-source the best combos for 2025 . Who knows, maybe we ll spot the next trend before it blows up. Comment from mina(@minach): @ricoboost  Nice stack .Simple, fast, and proven. Claude + VS Code fits great with it Comment from mina(@minach): @ondrej_smutny  Great combo. If it s helping you ship, that s what counts. New tools are fun to explore, but there s value in sticking with a workflow that ... ... already smooth. Comment from mina(@minach): @kaadz  Very smart stack. Using Cursor/Windsurf first and falling back to VSCode/Qoder

... Data Augmentation Co-Pilot: Intelligent & Redundancy-Aware Assistant for Smarter Data. Interactive , User-Controlled & Context-Aware Augmentation

... list). This includes general assistants (ex. @Perplexity ) and SIX different meeting support tools (ex. Fyxer AI). But, it also encompasses creative tools and vibe coding tools that are used in roles across orgs. Vertical apps can augment human labor...or replace it. We're mostly seeing the former - but five companies on the list allow customers to "hire AI" (ex. Crosby Legal, @Cognition IP , @11X ). Labor augmenters

... hear about Augment as much as I do Cursor, Windsurf, Claude Code etc. but they've also raised more than $200M, so it must be decent. They just announced the release of a CLI tool, Auggie, to compete with Claude Code. Here's the launch announcement . Does anyone use Augment

... Product Hunt I'm Juan, one of the co-founders of Bevel. Bevel is your AI-augmented documentation and diagramming tool for codebases, and we're on a mission to democratize code understanding starting with legacy systems where context is often the hardest thing to find. Over the years, we've seen dev teams waste hours (or days) trying to answer simple questions like: "What does this function do?" or " Why was this written this way?" Worse yet, outdated docs ... ... tribal knowledge slow everything down from onboarding to refactoring to rewriting. That's why we built Bevel: A VS

... talking with AI - no drag-and-drop needed. When you're happy, publish instantly, or export as clean code or Figma files. Perfect for small teams with limited design resources, or agencies looking to deliver 10x faster. 2. Recall Augmented Browsing by @Recall Ever read something and think, 'I've seen this before' but can't remember where? Augmented

... like to introduce ARize , the world s first app that allows users to view any product from any online store in augmented reality. Developed by the MagiScan team , experts in 3D modeling with over 3 million users, ARize is powered by GenAI , which eliminates all current limitations in AR shopping. The product is live on the main page! Your upvotes and comments will be highly appreciated ...

... taking notes in @Evernote circa 2011, and switched to @Bear around 2016 when Evernote got too slow (time-to-note and time-to-retrieve got so slow that I found myself taking 5x fewer notes... it felt like my augmented brain was getting dumber). Since then I've used Bear, and while it's generally nice to use and fast, I've got two main gripes: 1) It's too slow to take notes on desktop (I'd love keyboard ... ... been reluctant to explore it because it seems non-trivial to set up syncing, and I'm dreading making the transition (I never transitioned my Evernote notes due to lots of rich media - audio notes... so my augmented

... Event Networking Platform A platform that enhances virtual events with AI-driven networking features, matching attendees based on interests and professional backgrounds. 3/10 - Sustainable Shopping Assistant An app that helps consumers make eco-friendly purchasing decisions by suggesting sustainable alternatives and tracking their environmental impact. 4/10 - Mental Health Monitoring Wearable A wearable device that monitors mental health indicators, providing real-time feedback and resources for stress management and emotional well-being. 5/10 - AI-Driven Personalized Learning Paths An educational platform ... ... career advice, resume building, and interview preparation tips, tailored to the user's career goals. 8/10 - Smart Home Energy Optimizer A smart device that uses AI to optimize energy consumption in homes, reducing electricity bills and environmental impact. 9/10 - Augmented

... Building Retrieval Augmented Generation (RAG) system poses several challenges, but perhaps the most daunting ones are text segmentation and vectorization. While organized knowledge bases like FAQs are relatively straightforward to handle and yield good results, real-world documents such as regulations, methodologies, and plans present unique difficulties. These documents tend to be lengthy, containing dispersed knowledge points throughout.When doing Knowledge Bases, the segmentation extraction of documents is very headache-inducing, and the matching effect is also very general ...

... Suppose you have never used an augmented reality app for your business. Explore the possibilities of augmented

... serial builder and entrepreneur, founding companies for 10 years by now. I ve launched on Product Hunt twice before, love this place and super happy to be able to do an AMA here! Previously, I founded RosieReality, an augmented-reality company. After five years, we got acquired in 2020. The first employee at RosieReality - Mugeeb - is now my co-founder at Bento. I feel very lucky to be building products with him for the past eight years. For Bento ...