This sub gets the assignment better than most so I'll be direct.

The no-code movement solved half the problem. You can build almost anything now without knowing how to code, which is genuinely incredible and wasn't true five years ago. But there's still a gap that nobody talks about. Even with the best no-code tools you still have to know which tools to pick, how to connect them, how to write copy that converts, how to set up ad accounts, how to source products, how to structure a funnel. The learning curve didn't disappear, it just moved.

Most people in this sub know exactly what I mean. You've spent a weekend deep in Zapier trying to get two things to talk to each other that should just work. You've rebuilt your Webflow site three times because the first two didn't convert. You've watched your Notion dashboard get more elaborate while the actual business stayed the same size.

That's the gap Locus Founder closes.

You describe what you want to build. The AI handles everything else. It sources products directly from AliExpress and Alibaba (or sell YOUR OWN digital services, products, or content), builds a real storefront around them, writes conversion-optimized copy, then autonomously creates and runs ads on Google, Facebook and Instagram. No Zapier. No Webflow. No piecing together eight tools that half work. Just a running business.

If you don't have an idea yet it interviews you and figures out what makes sense for your situation.

We got into YCombinator this year and we're opening 100 free beta spots this week before public launch. Free to use, you keep everything you make.

For the people in this sub specifically, this isn't a replacement for no-code tools for people who love building. It's for everyone who wanted the outcome but never wanted to become a tools expert to get there. Big difference.

Beta form: https://forms.gle/nW7CGN1PNBHgqrBb8

Happy to answer anything about how it works under the hood.

Hey everyone,

I wanted to share a project I've been working on called Glia. It is a 100% offline, local-first RAG and memory layer designed to connect your AI web chats (Claude, ChatGPT, DeepSeek) with your local developer tools (Claude Code, Cursor, Windsurf) using a unified local database.

I wanted something lightweight that did not require pulling heavy Docker containers or subscribing to third-party memory APIs. I settled on a Node.js + SQLite architecture running sqlite-vec (for 768-dim float32 embeddings) alongside SQLite FTS5 for hybrid search, powered completely by local Ollama instances.

We just launched a live website that outlines the details and demonstrates the features in action:

• Website: https://glia-ai.vercel.app/
• Codebase: https://github.com/Eshaan-Nair/Glia-AI

Technical Stack & Features:

• Hybrid Search Retrieval: SQLite-vec (using nomic-embed-text locally) + FTS5 keyword prefix matching (porter stemmer).
• Surgical Sentence-level Trimming: Chunks are sliced into sentences. When a prompt is intercepted, only the exact matching sentences are pulled out of the vector store instead of the whole paragraph. It cuts LLM prompt bloat by ~90-95% in my benchmarks.
• Knowledge Graph Extraction: An offline task queue uses a local LLM (llama3.1:8b via Ollama) to extract entity triples (subject-relation-object). These are stored in a SQLite facts table (or Neo4j if you run the full Docker compose profile) and fused with the vector retrieval score.
• HyDE (Hypothetical Document Embeddings): Queries are pre-processed to generate a hypothetical answer, which is embedded together with the original query to bridge semantic gaps.
• Concurrency: Running SQLite in WAL (Write-Ahead Logging) mode allows the browser extension dashboard and active MCP sessions to read/write concurrently without locking.
• PII Redaction: Aggressive scrubbing of JWTs, API keys, emails, and IPs in the extension before data is saved.

The extension works on Claude.ai, ChatGPT, DeepSeek, Gemini, Grok, and Mistral. The MCP server runs out of the same backend database for your terminal agent or Cursor.

You can set it up with a single command: npx glia-ai-setup

Glia is completely open-source (MIT). If you like the local-first approach or want to contribute to the SQLite vector pipeline, PRs are very welcome, and a star on GitHub helps the project get discovered!

I would appreciate any feedback on the SQLite hybrid search scaling, the scoring fusion algorithm (RAG pipeline details are in RAG_PIPELINE.md), or local graph extraction performance!

ClearView Studio v2.0 is here.
More control. Better enhancement. Faster workflow.
Available now on the App Store.

Link: https://apps.apple.com/us/app/clearview-studio/id6767339271

What’s new in this version:
• Full iPadOS support with optimized layouts
• Real-time dual preview system (Original / Enhanced)
• Live enhancement preview updates before processing
• New enhancement control panel
• Added Gamma Level controls
• Added Color Balance Level controls
• Added Auto White Balance switch
• Improved offline video enhancement workflow
• Faster and smoother preview updates
• Improved processing experience and UI responsiveness
• Updated visual design with the new ClearView Studio theme
• Multiple stability improvements and bug fixes

Hey everyone,

I’m currently building a launch platform made specifically for AI SaaS products.

I’m looking to connect with AI founders who are preparing to launch a product soon, or who have already launched and struggled to get visibility.

I want to help AI SaaS founders get more visibility around their launch, reach people who are actually interested in AI tools, and collect useful early feedback instead of getting lost in generic directories.

If you’re interested, feel free to say me !

Hey Product Hunters

I'm launching my SaaS FlowCast this week Thursday.

I would really appreciate anyone to view my launch page and engage with me.

I would love to hear your comments and feedback.

Anyone else launching this week?

I'd happy to support you.

Chat soon.

The sense of the app can be described it 3 points:

➤ You don`t have to pay money to talk with AI in your Browser if you have already Cursor
➤ You don`t need even to have Cursor installed on your PC
➤ All chat conversations are stored locally on your PC

If you interested in this concept as well as I do - please support my work by voting here

Thank you in advance, any feedback appriciated.

I’ve been into vibe coding for about a year now. My first project was a crypto portfolio tracker called Consider (it’s not active anymore).
When I started, I was using GPT for planning and Gemini+Claude for the actual coding. I had a few failed startup idea attempts behind me, so I moved fast. I had validated the idea, I was building what I had in my head.
But I noticed something while working with GPT: it kept adding features. Build, build, build never stop. I wanted a really controlled system because I cared a lot about users seeing accurate balances- so I told GPT that, ant it went full over engineering mode. Eventually the app got to a point where almost worked because of all the “security ” layers it had added.
After fixing all that, I wanted to focus on distribution and marketing Reddit felt like the right place to start. But I was new to it finding right posts took hours, and messages I was sending weren’t landing.
So my cofounder and I built a small tool to fix that. Something that relevant Reddit posts, scores them by intent, and suggests how to approach them. We tried it and my comments and DMs started getting actual responses.

Then my cofounder stopped and said: “this tool is more useful than Consider

That line changed everything. Consider had become bloated and over-built. We decided to put it on hold focus on the tool instead.
Learning from the past, we turned our tool into a product in exactly 3 days.

Here’s what this whole journey taught us:
1. Set constraints and rules for your AI while vibe coding. If you just say “keep building” without boundaries, it’ll drag you into feature hell. Define temperature, output format, what it should NOT do before you start.

2. Short out your distribution channels before you launch. When the product is ready, you should already know how people will find it. Leave that question for later and you’ll ware months.

3. Keep it simple-keep it small- build distribution-then optimize. Optimization comes last, not first.

4. Sometimes your internal tools are more valuable than your main product. Just like slack. What you build to solve your own problem might solve someone else’s too. The sooner notice that, the better.

5. The wrong AI used wrong way will take you in the wrong direction. How you use AI matters as much as which one you pick. Claude + structured prompts + .md files = consistent, predictable output.

FindEvo is in beta now

What’s actually worked for you on the distribution side of your vibe coding journey??

Hey everyone :)

My boyfriend and I have been working on an open-source project called Exort.

It’s a desktop app for developing microcontrollers with the help of an AI agent. We used OpenCode as the AI agent, and Exort now supports all Arduino boards.

The best part is that it’s totally free to use.

Check it out here:
Repo: https://github.com/Razz19/Exort

Your support would really help Exort and us a lot ❤️

Your AI assistant is only as useful as the context it has access to, and since most teams work on Google (drive, docs, gmail, etc.) we developed additional tools to keep all your work in there.

Now, we've also launched AI functionalities through MCP. You can connect to AI apps like Claude, ChatGPT, and Cursor directly to your Tooling Studio workspace. MCP gives your assistant real access to the work you do on Google: tasks, boards, contacts, deals, notes, due dates, and pipeline stages.

Here are some examples:

• Read the launch meeting notes and create tasks for each owner in the Product board.
• Find the last email from John Doe and update his contact on the CRM based on what he said.
• Show me everything in the backlog that is due this week.

Users who have helped us with beta testing loved it, so if this sounds like something that might help you with your work, give it a shot!

https://www.producthunt.com/products/tooling-studio

Announcement:

IAEX Network, just launched its first ever primitive on product hunt.

https://www.producthunt.com/posts/iaex-genesis-x-1

Its API, developer docs, sandbox open and applications live for builders.

What is it:

IAEX Genesis X-1 is the shared economic state infrastructure layer for multiparty, multi-tier verifiable execution or coordination network for global trade, cross-border supply chain, and multi agent accountability.

The protocol is implemented and schema less system, so that developers/builders can go as per their use cases.

I would appreciate to discuss about this.

And would also want to know what you all can build on this.

New ideas I would welcome.

Currently production access is running in closed enviornment with selected builders and would appreciate the people to know what are more possibilities they think about that can be built on top. And exploited well enough to get the most benifit from it.

May be some can think more bigger ideas.

The production pricing will be simple for first entrants.

Thanks for supporting and suggestions.

Built a free scored quiz tool because ScoreApp wanted $1,164/year for the same thing. Made it free instead.

People are using it for things I never expected. A vet screening dogs before surgery. A safety officer in South Africa. Someone from Universal Music. A professor at CalArts. None of them were targeted.

Would love your support today if you have a moment.

https://www.producthunt.com/posts/fluotest

Hey, r/ProductHunters,

I'm Manu from Maus.

Launched Maus on Product Hunt today.

It's a clipboard manager I built because every other one I tried wanted my attention - some take over the middle of the screen, others stay tucked in the menubar, forcing me to walk across multiple monitors to find them. Maus shows up right where the cursor is, and disappears just as fast.

A few things worth mentioning:                             

Autopaste (gif above) - double-tap ⌘, copy a batch, the next ⌘V pastes them in copy order. No window opens.

Multipaste - open Maus, ⌘-click items in the order you want, ⏎ pastes them all.              

Automatic OCR on copied screenshots - text becomes searchable.

Source-app filter (#claude, #code, #chatgpt, #terminal).

Native Swift, 3.4 MB, no Electron, no account, no cloud. Free with 24h history, Pro $12.99 one-time.

300+ people have started using Maus since February. Would love your feedback.

👉 https://www.producthunt.com/products/maus

Hey everyone,

Quick context: I save a lot of tweets. Threads about pricing, design inspiration, AI papers, founder advice. You know the drill. Problem is, I never open my bookmarks folder again. Ever. It's just a dump.

I tried everything to fix it:

• Notion exports (too manual)
• Read-it-later apps (don't sync with X)
• A spreadsheet (lol)

Nothing stuck. So I built the thing I actually wanted.

It's called Bulkmark.

What it does

1. One-click sync + auto-tagging

Connect your X account. Bulkmark pulls in every bookmark you've ever saved and auto-tags them by topic (AI, design, startups, productivity, whatever).

2. Chat with your bookmarks

You can literally ask: "What did I save about pricing strategy?" and get an answer with the original tweets cited. Feels like having a second brain that actually works.

3. Curated lists you can share

Group your best bookmarks into public lists. A reading playlist, a launch checklist, your favorite threads from a specific founder. Share the link.

4. Friday digest in your inbox

Every Friday, you get a clean email with the best of what you saved that week. No app to open. No feed to scroll. Just the good stuff.

Stack (for the curious)

• TanStack Start + Convex
• Claude for the tagging + chat
• Polar.sh for payments
• Resend for the digest emails
• Hosted on Cloudflare

Pricing

Progressive pricing tiers. 7-day free trial.

I went paid-only from day one because I don't want to deal with the unit economics of a free tier when the X API calls actually cost (a lot) money.

What I'm looking for

Honest feedback. Specifically:

• Would this actually fit your workflow, or is it solving a problem you don't have?
• What integrations would make this a no-brainer for you? (LinkedIn saves? Reddit saves? Readwise sync?)
• Is the price right, or off?

Happy to answer anything. If you spot a bug, ping me directly and I'll fix it the same day.

Link in the comments to avoid the auto-mod filter.

Thanks for reading 🙏

Hey hunters 👋

I launched LaunchShots just 2 days ago, and somehow 65 people have already used it.

I know for some people that number might sound tiny, but for me it honestly feels huge.
Seeing real users try something I built from scratch is a crazy feeling.

The idea is simple: create beautiful launch screenshots/mockups for apps and products in seconds.

Still a lot to improve, but this small traction gave me a ton of motivation to keep building.

Would love to hear your feedback 🙏

https://launchshots.app/

Hey everyone, just launched my app on Product Hunt today and would love some support!

It's called Untyped. You talk, it writes the email and sends it. Any upvotes, feedback or just checking it out means a lot. Thanks.

https://www.producthunt.com/products/untyped-say-it-send-it?utm_source=other&utm_medium=social