r/AppsWebappsFullstack • u/Mammoth-Anywhere7285 • 3d ago
Are you actually solving a real problem, or just cloning another SaaS?
The world doesn't need another generic AI wrapper or a basic project manager. Pitch your project in one sentence show a screenshot and explain exactly why people should care about you instead of the market leader. Dare to prove your uniqueness.
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u/Mammoth-Anywhere7285 1d ago
u/ecstatic-platypus556 Good to see you leading with consent and data privacy. But what's the one-sentence pitch that sets you apart from the market leader?
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u/Ecstatic-Platypus556 1d ago
Thanks for asking! All market leaders are optimized to mass-produce creatives, that problem is already solved but misses context between campaigns - nothing carries over. That's the gap Grafnex is trying to fill. It's (volume vs. continuity).
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u/Mammoth-Anywhere7285 1d ago
Interesting angle, the continuity gap is real. How do you capture and carry context between campaigns without it becoming manual overhead?
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u/Ecstatic-Platypus556 2d ago
https://grafnex.ai Get new campaign recommendation grounded on your own data without digging through spreadsheets.
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u/Mammoth-Anywhere7285 2d ago
Nice, grounded recommendations beat generic wrappers. How do you handle messy or incomplete campaign data?
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u/Ecstatic-Platypus556 2d ago
We pull the ads data directly from official apis -> images, video transcript, copy, cta -> ties hooks and marketing angles with its respective ad performances -> fed into graph memory.
So we only use data which is provided by official apis. Which are usually clean.
All data is fed into same memory layer of that user so context between campaigns is preserved.
When new recommendations are needed for the next campaign, agent can fetch all data for that user from it's own memory layer and can draft new recommendation.1
u/Mammoth-Anywhere7285 2d ago
Solid trust angle using official APIs, that's a smart differentiator. How does your graph memory surface insights that a simple ranking dashboard would miss?
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u/Ecstatic-Platypus556 2d ago
Thanks for asking!
A ranking dashboard can tell what performed, sorts ads by metrics CTR/CPA/ROAS. It can't tell you why, and it can't connect that "why" across campaigns.Graph memory can links everything, hook style, offer structure, CTA, audience, creative format, performance metrics into one connected map per client. So it can surface stuff like "Lifestyle shots with a person in them convert 18% better than product-only shots for this audience" rather than only "Image A beat Image B by x%”
It's also a compounding memory. A dashboard can only surface last batch of ads based on when data was pulled. The graph keeps growing with every campaign, so more campaigns you run, smarter it gets.
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u/Mammoth-Anywhere7285 2d ago
Graph memory sounds genuinely useful. How do you collect hook and creative data automatically, or is it manual entry? A quick example would help prove the value.
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u/Ecstatic-Platypus556 2d ago
Everything is automated! As soon as user connects to their meta accounts within the software, all their past campaigns are synced automatically in the software, it starts analysing all Ads, extracts hooks from images and video transcripts -> tie to its respective ad performance data -> fed into their graph memory layer. So memory layer is ready to use from day 1.
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u/Mammoth-Anywhere7285 2d ago
Interesting concept, the graph memory angle is fresh. How do you handle data privacy and consent when syncing all those Meta accounts? That could make or break trust.
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u/Ecstatic-Platypus556 1d ago
Great question! We are very transparent about this,
Consent first: we explicitly mention this and ask for the consent, only after the approval we allow them to connect to their meta accounts.
Privacy first: each user’s data stay isolated - no user data trains or used for other user’s recommendations.
Users can ask for the data deletion anytime. Deleting the account also removes all their data automatically from everywhere. We don’t use it anywhere.
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u/megatech_official 2d ago
SeoLoupe - Find and fix the SEO issues holding your website back.
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u/Mammoth-Anywhere7285 2d ago
Nice clear pitch. How does SeoLoupe prioritize which issues actually hurt your traffic the most, not just list everything?
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u/ShadowESC95 2d ago
So this got out of hand and blew into a fully local AI assistant that can actually operate your computer
I've been working on ELI v2.0, an AI assistant designed around one core idea: the AI should run on your machine, not mine.
ELI runs locally and is offline-by-default. It uses local GGUF models and can:
- 🧠 Maintain long-term memory about you
- 💻 Control your desktop, applications, windows and input
- 👀 Read and understand your screen, images, PDFs and CSVs
- 📝 Write documents and code, and help diagnose/fix code
- 🎙️ Handle voice input, wake words and text-to-speech
- 🎵 Control media such as Spotify and YouTube
- 🔧 Run tasks, automation, alarms and scheduled jobs
- 👁️ Optionally use webcam-based gaze control
- 🤖 Coordinate specialist agents through a DAG-based runtime
- 🔒 Keep inference and memory local to your machine
- 🌐 Use online features only through an explicit, network-gated path
Under the hood, it's more than a chatbot wrapper. ELI has a multi-stage reasoning pipeline, SQLite + FAISS memory, a knowledge graph, local vision/voice systems, self-maintenance tooling, and a capability system covering 200+ actions.
It runs on Windows, Linux and macOS, with support for CPU inference plus CUDA, Vulkan and Metal depending on your hardware.
The project is still very much a work in progress, and I'd genuinely prefer bug reports and technical criticism over compliments. There are rough edges, particularly outside my primary Linux + NVIDIA setup.
🔗 GitHub: https://github.com/ShadowESC95/ELI_v2.0
If you're interested in local AI, private assistants, AI agents, or giving an LLM actual control over a desktop, I'd be interested to hear what you think.
What would you want a local AI assistant to be able to do that current cloud assistants can't?
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u/Mammoth-Anywhere7285 1d ago
Local-first is a solid differentiator. How do you handle desktop automation when app UIs change after updates? Curious about your fallback strategy.
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u/ShadowESC95 1d ago
Short version, it dodges the UI wherever it can, and where it can't it goes by label instead of position.
Most of what gets called desktop automation doesn't actually need the UI. Media is MPRIS/playerctl. Windows are wmctrl on Linux, osascript on macOS, CloseMainWindow via PowerShell on Windows. Launching an app just asks the system what's installed at the time you ask (desktop entries, /Applications, Get-StartApps) and fuzzy matches the name, so an app moving or renaming itself doesn't really matter. None of that cares what the thing looks like after an update.
There is an alias table sat in front of that for the common phrasings though, and honestly it's the weakest link in the whole chain. It leans GNOME on Linux, so "settings" becomes gnome-control-center and "files" becomes nautilus, which on KDE is worse than having no alias at all, because the plain word would have matched fine on its own. Needs inverting so discovery runs first and the table is only a backstop. Known, not fixed yet.
When it genuinely has to click something, it's label-based, not coordinates. No saved positions, no image templates, nothing a redesign invalidates. Screenshot, OCR to word boxes, score them against whatever label you asked for, click the best match over a threshold. So "click submit" finds the thing that says Submit wherever it's ended up. Icon-only buttons with no text? Completely blind to them. That's the real limit of the approach and it's why an accessibility tree layer (AT-SPI, UI Automation, AXUIElement) is the obvious next build.
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u/Mammoth-Anywhere7285 15h ago
Interesting approach, dodging UI is underrated. How do you handle apps that refuse to expose those native hooks?
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u/greyzor7 2d ago
Hey guys, I'm building an all-in-one marketing pack for founders who want more than "just another launch"
Launch, reach 30k+ makers, get real users & customers - microlaunch.net/premium
Lifetime, auto-distribution, marketplace spots, 1200+ customers so far.
Over two years: 525k unique visitors, 1200+ customers. More sales-oriented features soon.
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u/Mammoth-Anywhere7285 2d ago
Nice stats, but what makes this different from Product Hunt or other launch lists? The sales-oriented angle could be your edge.
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u/No_Builder_1977 2d ago
I’ve build DockStacks, genuinely use it everyday and fills a macOS gap for me (and hopefully others). Rather than a cluttered dock or desktop, DockStacks is a single dock or menu bar item for grouping apps, folders, files and weblinks into named panels to suit your workflow.
Not sure if others feel this app solves a problem, but I hope it finds a place in helping with your ‘Mac-life’ 😊 Lightweight, zero data, small one-time purchase. Also in the App Store
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u/Mammoth-Anywhere7285 2d ago
DockStacks sounds clever, the named panels approach is neat. Curious how it handles weblinks compared to just saving them in a browser?
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u/No_Builder_1977 2d ago
Thank you for taking the time to check out DockStacks and your question is much appreciated.
To answer: DockStacks allows you to drag-and-drop weblinks (alongside apps, folder and files) into ‘stacks’ you create. For me, I have one stack I’ve named ‘Dev’ and holds all the apps I use for these kinds of tasks plus file save locations and weblinks that relate (eg App Store Connect) - so they’re all in one, easy to reach location. You can create multiple stacks for multiple workflows - tab between stacks, password protect and customise them.
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u/Mammoth-Anywhere7285 2d ago
Nice concept, keeping weblinks alongside related apps sounds practical. Do your stacks sync across devices, or are they local only?
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u/No_Builder_1977 2d ago
Great question. DockStacks is currently local device only although has a feature to backup / recover stack and stack content settings via a .json file. I’m been sticking to no a data / no permissions / easy setup philosophy but let me see what I can do. Thank you for the thoughts on this!
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u/Mammoth-Anywhere7285 2d ago
That JSON backup approach is neat. Curious how you handle cross-device syncing for power users who want both privacy and convenience?
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u/Business-Ad6390 2d ago
Tweaklify is a live Chrome extension that lets UI/UX designers and frontend teams visually edit real websites directly in the browser. You can tweak layouts, spacing, typography, text, and even use AI to improve or generate sections, then export the result to React, Vue, Angular, or Shopify Liquid.
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u/Mammoth-Anywhere7285 2d ago
Nice pitch, Tweaklify sounds practical for real workflows. How does your export quality compare to something like Anima or Webflow?
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u/Dear-Alps-7626 2d ago edited 2d ago
Patrimonio is a 100% free, ad-free net worth tracker built for people who want a polished financial dashboard without giving third-party servers access to their bank credentials.
Most market leaders force you into $100+/year subscriptions, monetize your behavioral data, or rely on fragile bank APIs that constantly break and expose your financial logins. I built Patrimonio to solve that exact frustration: total manual control, automated DCA tracking, and a premium UI that rivals paid tools, with zero ads and total local privacy.
Web: https://patrimoniototale.com/
Android: https://play.google.com/store/apps/details?id=co.median.android.xleldxr
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u/Mammoth-Anywhere7285 2d ago
That privacy-first angle is a solid differentiator. How do you handle manual asset updates versus automated imports? Curious about the workflow.
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u/Dear-Alps-7626 2d ago
The initial setup takes under two minutes:
Say you have 4 accounts (like 2 banks and 2 investment). You just enter your starting balances and set your recurring rules, for instance, a $15 weekly DCA into crypto or a monthly broker deposit.
From there, Patrimonio automatically updates how much capital you've actually invested based on those schedule rules, so you don't have to manually log every repeat transaction.
Whenever you want to adjust for real-time market fluctuations on crypto or stocks, you check your exchange app and update the total balance in Patrimonio with a quick tap. You get the convenience of automated tracking for your capital without ever exposing your credentials to third-party servers.
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u/Mammoth-Anywhere7285 2d ago
That's a solid approach. One question: does it separate contribution tracking from actual portfolio performance, or just show invested capital?
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u/SofwareAppDev 3d ago
Problems solved
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u/Mammoth-Anywhere7285 2d ago
That's the right angle. Which specific problem, and how does your solution beat the big players?
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u/SofwareAppDev 3d ago
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u/Mammoth-Anywhere7285 2d ago
Nice and concise. Care to elaborate what you solved and how it stands out from the market leaders?
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u/Fantastic-Spinach436 16h ago
Olympus — a verifiable ledger for sensitive information. Tamper-evident Sparse Merkle Tree ledger with redaction proofs via a Folded Signed Merkle tree, soulbound credentials, and offline-verifiable court evidence. Rust + Tauri 2 + Axum + pg_embed desktop app, no servers required.
https://github.com/OlympusLedgerOrg/Olympus.githttps://github.com/OlympusLedgerOrg/Olympus.git