... Product Hunt! We launched ChatRecall.dev last week to stop AI context from evaporating between sessions. Since then, we ve realised the chat logs themselves hold the exact architectural blueprint developers and teams are constantly losing. Whenever an agent builds software, it makes dozens of micro-decisions and cuts corners ("we'll fix this later") that immediately get lost once the prompt session ends. Today, we re restructuring ChatRecall around two major upgrades: Decisions and Autonomous Tasks . 1. Persistent Architectural Decisions ... ... Auto-Extracted: As you and your team chat with AI, ChatRecall automatically extracts architectural choices, rejected alternatives

... everyone! I built Pixel Circle Builder , a free browser tool for creating Minecraft circle, oval, and dome blueprints. It includes outline and filled modes, layer-by-layer guides, and downloadable PNGs. No signup required. https://pixelcirclebuilder.com Feedback is welcome ...

... Technical Co-Founder / CTO . Background:  Ideally a senior student, recent graduate, or experienced engineer specializing in Mechanical Engineering, Automotive Design, or Embedded Systems. The Role: hands-on builder who is excited to dive into the 6-page blueprint with me, take ownership of the technical side, and lead the development. Location:  Midwest US preferred (Ohio, Indiana, Michigan, Illinois) for eventual physical prototyping coordination, but open to remote for the initial architecture phases. Compensation: This is a co-founder ... ... equitable split of founder shares/equity. If you wants to revolutionize the fleet automotive and defense industry, please drop a comment or slide into my DMs. I have a standard NDA ready so we can safely jump into the technical blueprints

... engineering. I never read a diff. I never touched my keyboard for it after the first sentence. That is not how handing a big feature to an AI usually goes. So let me show you the actual machine the blueprint I approve, and the loop that grinds under it. The babysitting tax Hand a real feature not a one-line bug fix, an actual  feature   to an agent that can write and ship code ... ... open one. I never name a function. I never see a branch. That line is the whole design. The moves that need taste stay with me; everything mechanical including the agent's own mistakes stays below the line. The blueprint

... noisy AI directories filled with unverified links and spam. So I decided to build DevDrafts to fix directory fatigue once and for all. DevDrafts is a 100% free platform where we share 1 hand-picked, high-value AI tool blueprint every single day for developers, creators, and tech enthusiasts. Why DevDrafts? High Signal, Zero Noise: No 10,000 tool lists just 1 quality pick daily. Practical Focus: Real-world workflow blueprints

... boxes. The result is a structural sales problem that the residential development and real estate industries have been working around for decades rather than solving. Delayed decisions. Price negotiations driven by uncertainty rather than dissatisfaction. Lost sales to competitors with physical show units. Post-sale surprises that erode satisfaction and referrals. We built Foursite to solve this at its root. Foursite takes a 2D floor plan or architectural blueprint

... coding tool. Comment from Stacy Wycoff(@stacywycof83995): @nolan_vu  Thanks Nolan, really appreciate you reading it closely. The confidence grading came straight from beta feedback, people have been burned by tools that state guesses as fact, so "Verified" vs "Monitor Only" ended up mattering more than any feature. I'll take a genuine look at AI Hive. Comment from Stacy Wycoff(@stacywycof83995): @nolan_vu  Thanks Nolan, appreciate you following the thread. It's still early days so there ... ... most curious to learn is whether teams want one best agent or a way to compare multiple agent outputs side by side Comment from Richie Varghese(@ric_v36): What you're building: Building NexQL, a PostgreSQL extension for VS

... system in plain English. Tell it your tech stack and expected scale. It analyzes your design for failure modes, load bottlenecks, single points of failure, anti-patterns the stuff that actually breaks production systems. Then it generates a validated blueprint and production-ready scaffolds in 60 seconds. Not a diagram generator. Not another AI that hallucinates. A validation engine that tells you what will actually break before you build it. I've been testing it with staff engineers and architects ... ... building infrastructure, leading a scaling team, or just curious about where system design tools are headed, I'd love your feedback here or on our Discord https://discord.gg/T8gZdfXW . The free tier lets you validate one blueprint

... Product Hunt! Designers were losing deals because clients couldn t read Blueprints. People naturally struggle to visualize spaces. We call this the visualization gap. Designers were using slow, antiquated CAD software. They waited days for a single render. The friction was unbelievable. We knew AI could fix it. So, we built VirtualSpaces . We wanted to automate the floor plan to 3D process entirely. Today, we are sharing the thinking behind our two core tools: Foursite and Remodroom . Foursite ... ... core structural engine. It lets you convert blueprint

... studio invoice. Mood boards carried the weight they were never built to carry. Clients revised late because they could not see early. We built two products to close that gap. Foursite converts 2D floor plans and architectural blueprints into photorealistic AI interior design renders in minutes. No render studio. No software handoff. Upload a floor plan or blueprint

... just got my first Figma plugin approved: SpecBridge. It creates a handoff Blueprint inside Figma: visual annotations, layout notes, code notes, token references, and a clear spec page that designers and developers can review together. I am not positioning it as a Dev Mode replacement or a production code generator. The narrower problem I am trying to solve is making design-to-dev handoff clearer and easier to share, especially for small teams that move from Figma into frontend implementation ... ... Figma Community: https://www.figma.com/community/... I am looking for honest feedback: Would this help your handoff workflow? - Is the Blueprint

... visualization has been technically possible for years. What was missing was a workflow that fit how designers actually work. Fast. Iterative. Without a dedicated rendering studio. That s what we built. Foursite converts 2D floor plans and blueprints to 3D. A designer uploads a floor plan, applies materials and furniture, and produces a photoreal walkthrough in hours. Convert floor plan to 3D. Convert blueprint

... interior design takes over. You pick a style. The system runs AI 3D visualization and AI virtual staging on top, so you can explore materials, layouts, and lighting without touching a modeling tool. Under the hood, we treat Blueprints as structured data, not just images. That is how we move from blueprint

... their home is not the staged room in the photo. Different walls. Different floors. Different dimensions. That gap is why furniture decisions stall, and why returns stay high. We built Foursite and Remodroom to close it. Foursite  turns Blueprints and 2D floor plans into photoreal 3D spaces. It helps teams convert blueprint

... shows 3D tours. Zillow has walkthroughs. 99acres lists thousands of flats. Great. But buyers still drop 80% of listings because they can t picture living there. We fixed that. VirtualSpaces turns 2D floor plans into AI 3D visualization. Converts blueprints to 3D. Powers Virtual Staging and AI virtual staging that actually helps people decide. No VR goggles. No Matterport scans. Just upload a floor plan. Get photoreal interior design renders. Test AI interior d cor. See if the space works before ... ... Buyers need to see potential, not just current state. Agents need better leads. Portals need stickier engagement. So we built the missing piece. VirtualSpaces does: 2D to 3D conversion in seconds AI interior design for any floor plan Blueprint

... give practitioners a way to conduct the Home-Fit test in real time. We want to move the industry from static 2D floor plans to dynamic, lived-in clarity. Our Toolkit for Practitioners: Foursite : Stop trying to explain blueprints to clients who cannot read them. Our tool allows you to convert blueprint

... community, We re the team behind Foursite and Remodroom, two AI interior design tools built for residential designers, architects, and real estate developers. Quick background: Foursite : Converts 2D floor plans and architectural blueprints into photorealistic interior design photoreal renders in minutes. Upload a floor plan or blueprint

... photograph: a medium that shows what a room looks like on one good day but cannot communicate how a space works. So we built  Foursite  by  VirtualSpaces . Upload your 2D floor plans or architectural blueprints. The AI converts them, floor plan to 3D, blueprint

... feature. It is another job. The AI that actually gets adopted is the AI that fits inside the work they are already doing. We built  Foursite  and  Remodroom  to fit inside that work. Foursite: Blueprint to inhabited space, in minutes        Upload any 2D floor plan, JPG or PNG        AI reads the geometry: walls, doors, windows, trims ... ... camera angle        Watermark-free, high-resolution output ready for client presentations        No CAD knowledge, no 3D modeling background, no external render studio required The  blueprint

... kept asking the same naive question: why does turning a 2D floor plan into a photorealistic 3D render still take weeks and cost thousands? We built Foursite by VirtualSpaces to answer that question. Upload your 2D floor plans or blueprints. The AI converts them, floor plan to 3D, blueprint

... think about it, and the lead never comes back. We built  VirtualSpaces  to close that gap, on both sides:         Foursite  converts 2D floor plans and Blueprints into photorealistic 3D interior environments. Purpose-built for  floor plan to 3D  and  blueprint

... rework, cost, and strained client relationships than almost any other: " This isn't what I imagined. " Clients sign off on 2D floor plans they cannot actually read. Not because they lack taste or intelligence, but because translating a flat blueprint into a felt, three-dimensional space is a trained skill most people simply do not have. The industry has been patching this gap for decades with verbal descriptions, mood boards, and outsourced render studios that charge ... ... weeks to deliver. We built two tools at  VirtualSpaces  to close this gap at the source, specifically for interior designers, architects, and residential real estate teams. What We Built Foursite  converts 2D floor plans and architectural blueprints

... Product Hunters, Most e-commerce spy tools on the market stop at the surface. They show you which ads a competitor is running or estimate their monthly traffic. They tell you what your competitors

... finished unit and say: This feels smaller than I imagined. That is the gap we are trying to close with Foursite , built by the team at VirtualSpaces . Foursite takes the documents everyone already has: 2D floor plans and Blueprints. You upload them, and the platform converts blueprint

... workflows. Morpheus is designed to be the first true Session Intelligence OS a control plane that governs and persists memory across multiple agents. I am currently raising a $125k Seed Round to acquire the hardware/cloud infrastructure to bring this blueprint to production. I ve architected this entire thesis from a mobile device (Galaxy A17) to prove that sovereign AI starts with pure engineering logic, not just massive resources. I am looking for feedback from serious builders on the architecture ...