... harder problem than building a single food or grocery app. It requires handling multiple inventories, fulfillment methods, and store policies without exposing that complexity to the user. This Idea Usher review examines how effectively Limitless manages that abstraction. Idea Origination and Product Intent The concept behind Limitless originated from the observation that shopping has become an experience rather than a task. Users expect immediacy, clarity, and choice without switching platforms. The stated intent was to: Bring diverse retailers under ... ... 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 review observes that the platform abstracts

... what we saw: Designers spend 80% of their time on technical execution and 20% on creative strategy. They convert  blueprint to 3D  manually. They wait days for renders. They lose clients because the approval process feels abstract and scary. The tools they use were built for engineers, not creatives. So we built  Foursite  differently. It s AI-native from the ground up. No manual modeling. No rendering queues. No technical complexity. Upload any 2D floor plan ... ... matter? Speed: That meeting where the client waffles on decisions? Gone. Show them three options in real-time. They point. You move forward. The trust you build by responding instantly is worth more than any marketing campaign. Differentiation: Your competitors

... want Web3 to be the backbone of global commerce, we have to stop building "Apps" and start building "Sovereign Environments." This is where the Lattice L1 Hybrid DAG enters the conversation. 1. The Architecture of Parallelism: Hybrid DAG vs. Sequential Chains Traditional blockchains process transactions like a single-lane road. Even with "high speed" chains, there is a physical limit to sequential processing. Lattice L1 utilizes a Hybrid DAG (Directed Acyclic Graph). Technically, this means that instead of a single ... ... schemes, the network is theoretically immune to the decryption capabilities of future quantum computers. Why now? "Harvest Now, Decrypt Later" attacks are already happening. Companies storing sensitive data today cannot afford to wait for a 2028 update. 3. Account Abstraction

... might notice the same patterns almost everywhere: Blue + purple gradients: It s the unofficial uniform. If your logo doesn't have a neon-ish gradient, then you're not a SaaS. Rounded geometric logos: Circles, dots, abstract blobs...lovely, but indistinguishable. Overused tech fonts: A variant of Inter or a slightly modified SF Pro. Clean? Yes. Memorable? Not really. Taglines that all say the same thing: The AI platform that boosts productivity. Your all-in-one workspace. Do more with ... ... follow to build an unconventional identity for your SaaS: Pick colors that scare you a little Choose something not in the default SaaS palette, like warm neutrals, deep olives, bold reds, muted pastels, and so on. Stop abstracting

... think it's fair and obvious to say, some people can communicate better than others. It's an art. I can't dance either, it's just life. The shame is that some brilliant products seem to get abstracted behind jargon and bad comms. I started my career in tech PR when you had to call busy tech journalists and pitch your story - you learn fast how to be clear and succinct, or risk getting $hitposted on Twitter (true story ... ... everything. If you re selling luxury in a downturn, you re not reading the room. Here s what a great cold pitch looks like for me right now: Hey Dan, saw you founded Meet-Ting. I assume your biggest competitor

... What if the CertifyMeUA team creates a tool that evaluates articles or abstracts for compliance with publishers' requirements? The tool will be paid. Would you use this tool if there is a possibility that the tool's subjective assessment may not coincide with the subjective opinion of the editorial expert? :) We need your comments and reactions ;) By the way, we already have a tool that collects abstracts

... taught us to listen carefully, simplify constantly, and never stop improving. What We ve Built Together Five years ago, we couldn t have imagined many of the products that exist today. What began as an abstract what if? evolved into a suite of independent tools, each born from curiosity, feedback, and the real needs of our users. Designmodo Designmodo.com continues to grow as a complete platform for building digital content. Over the years, it has become ... ... those projects that wasn t on our roadmap five years ago but appeared naturally from our understanding of digital workflows. It was born from a simple observation: most existing monitoring tools were overpriced and overcomplicated. We built an alternative

... easy. Scaling to production is hard. Low latency is only one piece of the puzzle. Delivering consistent, reliable performance matters just as much for real-world adoption. Complex voice AI agents need code, not flowcharts. Opinionated platforms that abstract your agent s backend logic lead to a lack of control at critical moments. Observing and evaluating voice agents is hard because they are non-deterministic. These challenges scale non-linearly with real usage. Most teams don t want to build ... ... Curious if I am missing context though, any reading links appreciated! What jumped out to me was just that this one of the first areas I've seen where people actually expressed a preference to deal with an AI VS

... products at Pinterest.  I m here on Product Hunt to: Reconnect with the maker community (it s been a while since my last launch!). Swap notes with founders and builders at the frontier of AI, systems, and software abstraction. Share behind the scenes of bringing DeepSky to life as we gear up for launch. If you re building with AI, agents, or systems thinking, I d love to connect. Drop your project or learning as a maker below! Would ... ... great to connect on socials too -  LinkedIn Comment from Misti Hassig(@deleted-8802473): Hey Chris, welcome back to PH! The blend of AI + systems abstraction

... servers, every MCP framework is someone s moonshot to standardize how we feed, prompt, tool, etc in these models. It took 30 years before we got the HTTP of today 30 years of computing standards and a clear abstraction (a document on a server). We don t have that clarity with AI and LLMs. What we have now are probabilistic agents, infinite contexts, ephemeral memories, and LLMs that hallucinate confidently, making up stories. So each platform has a different belief ... ... engineers should be prompt diplomats. So... ? We re still early. Because everyone wants a piece of the pie. Look how many MCP related products exist already: https://www.producthunt.com/sear... No one trusts the abstractions

... like cursor because I can build directly in a GitHub repo or locally and it helps me learn my way around an IDE. Looking forward to hearing everyone's thoughts! Comment from Syed Ahmed(@syedahmedz): oh and theres a VS code extension for Claude Code too https://marketplace.visualstudio... Comment from Syed Ahmed(@syedahmedz): @gabe  After our product hunt launch we have a lot more data from individual devs now which adds to some of our more shocking finds ... ... here product hunt forums. Comment from Syed Ahmed(@syedahmedz): I recently stopped paying for cursor and moved fully to Claude Code. It is a step up in pricing but the output is usually more accurate and requires fewer iterations vs

... foundational rather than an add-on, my strong belief is that true AI-First design should fundamentally be about subtraction, not addition. The goal should be a significantly simpler, more intuitive user experience than a non-AI alternative. Based on my experience, here are some principles I focus on for genuinely AI-native products: * Automation for Simplicity: AI's power should be used to abstract

... involved leads to the best decisions here, and keeps us aligned. 5. Zoom out to solve problems If you re struggling to agree on a specific problem, it s always best to zoom out and solve it in the abstract. For us this means going back to core principles, which then go into our  company handbook . For example, we once had someone we valued asking to take a sabbatical, and we struggled with how to solve for this person ... ... long-term ambitions? We eventually decided against offering sabbaticals, even if it meant we might lose someone we really liked, because it was incompatible with the ambition and commitment we need to succeed. By solving for the abstract

... been using @Spacemacs for a few years now. Recently, I started using @VS Code to "see what I was missing". I liked that linters and such seemed to work a bit smoother out of the box. I kept hearing: VSCode