MELLEPRISE AI ARCHITECTURE
Scale your output. Not your team.
Custom AI agents and elite technical solutions for companies that want results — not headcounts. From autonomous lead generators to rescuing stalled software projects.
- 60× delivery leverage
- 25 years of code
- 24/7 agents on duty
- 0 extra headcount
THE UNCOMFORTABLE TRUTH
If you wait now, you will be off the market in two years.
We are past the testing phase. AI is no longer hype — it is a brutal displacement competition. The dividing line in business today no longer runs between "big" and "small", but between "automated" and "manual".
Why traditional companies are losing touch right now:
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Deadly cost structure
You can no longer compete on price
Your competitors already use AI to handle routine tasks in sales, support and development in seconds instead of days. They operate with a minimal cost structure you can never match with classic headcounts.
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Too slow for the market
The fastest wins it all
While your sales team is still sorting emails and googling leads on Monday morning, your competitor’s AI agent has already qualified 30 customers and booked meetings over the weekend. The deal is gone before you even reach the office.
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Frustrated talent
Brain drain in your team
Nobody wants to do monkey work anymore. If your developers and employees have to waste their time on manual copy-paste tasks and bug fixing instead of using AI leverage, your best minds will leave for the competition.
The question is no longer WHETHER you integrate AI into your company. The only question is whether you do it before your competitors push you off the market. This is exactly where we come in.
How can we accelerate your business today?
Pick your system — or your sparring partner. All agents are built in-house, GDPR-compliant and integrate directly into your existing infrastructure.
AI Agents · around the clock
- Lead Machine Win customers while you sleep. The agent scans portals (classifieds, LinkedIn & co.), qualifies every inquiry with AI and sends tailored first messages. View Lead Machine ↗
- Email Sorter End the inbox chaos. An intelligent assistant that blocks junk mail, filters what matters and drafts ready-made replies for real customers. View Email Sorter ↗
- Meeting Recorder A meeting recorder that is fully self-hosted. The bot joins your Google Meet calls, transcribes locally with Whisper and archives video + minutes on your own infrastructure. View Meeting Recorder ↗
- Phone Assistant Your landline in the browser: own number, live-synced Google Contacts, inbound and outbound calls — no extra hardware, no app. View Phone Assistant ↗
- Website Scraper Your website scraper with an AI brain. Crawls entire domains into clean markdown and makes them searchable for your agents via semantic search. View Website Scraper ↗
Consulting & Training · personal
- AI Coding Webinar (live) For founders and makers: learn in 40 minutes how to fix bugs yourself, steer AI models and ship your software safely to production. Secure a free seat ↗
- Book an AI Engineer No endless recruiting processes. I take on your hardest ticket, rescue stalled projects or scale your dev team with state-of-the-art AI workflows. Request collaboration ↗
- Team AI Training (EU AI Act) Meet the AI literacy duty without burning budget: we train your staff on their real workflows — with certificate and audit-proof records for your compliance file. View training ↗
- AI Consulting (1:1) From hype to ROI in 60 minutes: find your strongest use cases, vet tools for GDPR & the AI Act, decide buy vs. build — a concrete roadmap, not slides. View packages ↗
- GDPR Audit A technical audit on real code: TOM, DPIA and processor inventory — 49+ pages, signature-ready and versioned, at a fixed price. View audit ↗
FROM THE MELLEPRISE LAB
Side projects we ship as products.
Beyond client work we build and run our own tools — three current sites from the lab, free on the Chrome Web Store.
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Dark Mode for Docs
True dark mode for Google Docs, Sheets & Slides — easy on the eyes on long documents. Free Chrome extension, private by design.
View extension ↗
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ChatGPT Auto
AI coding assistant for developers: an optimized ChatGPT interface with copy, scroll and continue shortcuts — built to save up to 50% of your time.
View extension ↗
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Erster Käufer
For car dealers and collectors: minute-level alerts on new vehicle listings across marketplaces — faster than any competitor e-mail alert.
View extension ↗
BEHIND MELLEPRISE
25 years of code experience meet uncompromising AI control.
Hi, I am Melchior von der Decken. I sold my first website at 15 and know the old world of software development inside out. That is exactly why I know it is over.
What a team of five developers used to build in three years, I build today as an AI architect in 12 weeks. That is a 60x leverage.
Whether we bill through the Florida-based MELLEPRISE LLC or have to meet strict EU GDPR requirements for your data: I do not deliver buzzwords, I deliver production-grade architecture.
My promise to companies: give me your hardest ticket. If I cannot solve it, you pay nothing.
More about me / contact ↗FROM THE FIELD
When the AI app jams after publish.
No dry theory. Real fixes for Cursor, Replit, Lovable & co. from the daily life of an AI engineer.
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AI coding help — questions so production actually holds
Generic ai coding help builds pretty previews. These prompts force auth, env vars, payments, and database policies before you burn credits on CSS.
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v0 supabase builds the UI — you still need the backend
v0 supabase generated a polished frontend. Auth, row policies, and env vars on your host still decide whether data persists after deploy.
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Replit Agent changed too much and the database is gone
You asked replit agent for one UI tweak. It refactored half the Repl, ran migrations, and left test rows where your users used to be.
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Replit deploy, then dead — no hosting after git push
You clicked replit deploy and got a URL. It loads empty, 502s, or never updates after git push — while the Repl preview still runs.
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Lovable GitHub export — code out, then what?
You connected lovable github and pushed a repo. The code left the editor — hosting, SSL, env vars, and auth URLs did not follow automatically.
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Lovable custom domain with no SSL — launch blocked
You attached a lovable custom domain and the browser warns Not secure, shows certificate errors, or never resolves at all while the default Lovable URL still works.
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Lovable not working after publish — white screen from preview
Preview looked finished. After publish, lovable not working means a white screen, frozen spinner, or routes that load nothing while the editor still works.
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replit credits vanished in one afternoon with the Agent
You opened Replit Agent after lunch and hit zero replit credits before dinner. Refactors, redeploys, and fix-the-fix prompts burned the monthly pool while production settings stayed wrong.
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cursor agent mode rewrote files you never asked to touch
cursor agent mode autonomously edits across your repo. It ignored your rules, refactored Stripe routes, and left Composer-sized tasks looking cheap until usage dropped on the third unsolicited…
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cursor ai pricing hit you with two usage pools
cursor ai pricing shows fast requests, premium models, and add-on usage in different places. You thought one plan covered everything until Agent and Max Mode drained a second…
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cursor max mode burned your allowance in days
You enabled cursor max mode for a hard bug and watched the usage meter cliff before the week ended. Max Mode sends bigger context to frontier models —…
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Your replit database lost rows after the Agent ran migrations
Replit Agent can reset your replit database while you asked for a UI tweak. Tables vanish, test users appear, and production data is gone before you notice the…
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Your lovable api key is sitting in the frontend bundle
Lovable can paste OpenAI, Stripe, and Supabase keys straight into React files. A lovable api key in the bundle is copy-paste public after publish — move secrets to…
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lovable security fails because you never wrote a policy
Lovable ships auth screens and data tables fast. lovable security still fails when Row Level Security is off and the anon key in your bundle can read every…
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lovable stripe checkout dies the day you launch
Lovable can render a pay button and success page while lovable stripe still runs on test keys and a missing webhook. Switch to live mode and register production…
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replit auth looked done but breaks after you ship
Replit Agent can wire Google login inside the Repl while replit auth still points at dev secrets and localhost callbacks. Harden auth before real users hit your deployed…
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supabase oauth sends users back to localhost after publish
Google and GitHub sign-in can work in Lovable preview while supabase oauth still points callbacks at localhost. Update URL Configuration before your live users hit the loop.
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Bolt new login dead after launch — button does nothing
Sign-in works inside Bolt.new, then the live URL shows a dead button or an auth loop. Preview URLs and Supabase settings rarely copy themselves when you deploy.
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Cursor worktree confusion when the agent edits the wrong folder
You opened the right project, but Agent changed files in a sibling clone or an old export. Git worktrees and duplicate folders make Cursor edit the wrong tree…
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Cursor taking longer than expected while the agent spins on nothing
The spinner runs for minutes. Usage ticks down. No file changes appear. Agent mode is stuck in context-heavy loops that eat your quota before anything ships.
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Vercel env vars never reached production after you published
Local builds read .env on your laptop. Vercel production only sees variables you add in the dashboard. Skip that step and auth, Supabase, and Stripe break on the…
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Lovable supabase saves work in preview but fail on the live URL
Lovable wires Supabase in preview. After publish, saves succeed in the UI but rows never appear, or the live app points at a different project entirely.
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Your lovable credits hit zero before the app went live
Preview looked done. The credit counter hit zero on auth retries, Stripe wiring, and refactors that fixed nothing. Here is why lovable credits vanish before production and how…
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You hit the cursor usage limit fixing AI-made bugs
The agent rewrites the same file five times. Your cursor usage limit drops before the original bug is gone. Here is why token-heavy loops burn the pool and…
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Your supabase anon key is public — that is not the bug
The anon key sits in your frontend source. Anyone can copy it. Security comes from RLS policies and server routes, not from hiding a key that was never…
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Your Supabase database is public until supabase rls is on
Preview saves feel private. On the live site, anyone with the anon key can list your tables until you enable row level security and write policies.
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Your live site is still in stripe test mode
Real customers cannot pay because your production build still uses Stripe test keys. Only the magic test card works. Here is how to switch to live mode without…
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Lovable deploy: the five settings the editor never asked you for
Publish looks like the finish line. These five production settings decide whether login, payments, and data actually work on your live URL.
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Your stripe webhook secret is wrong and Stripe stopped calling
Webhooks reach your server but return 400. Or they never verify at all. The signing secret from Stripe Dashboard must match production env vars.
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Supabase auth works in preview and fails live
Login works in the editor preview and breaks after publish because Supabase still trusts localhost, not your production domain.
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A customer paid. Your stripe webhook never fired
Someone paid in Stripe. Your app never heard about it. Here is how to wire the live webhook endpoint and the events that actually unlock access.
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Lovable login is dead after publish
Login buttons and magic links often work in Lovable preview but break the moment you publish to a live URL.
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Custom fields, views, filters and reporting in Dynamics 365
Dynamics 365 stays useful when the data model matches how the company actually works — not the default screens.
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Phone, email, Teams and AI inside Dynamics 365
A CRM only saves time when calls, mail and chat land on the same record the team already opens.
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Security, GDPR and live changes in Dynamics 365
You can extend Dynamics in production — but only if access, encryption and a sandbox sit in front of every change.
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Points, badges and leaderboards in learning
Game scores help when they mark real progress. They hurt when they turn the classroom into a ranking show.
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The psychology behind gamification
Play works in serious products when it feeds autonomy, competence and relatedness — not when it is a slot machine on a login screen.
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How gamification supports cognitive development
Well-built play trains attention, memory and problem solving. Cheap play only trains clicking.
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Gamification that works in e-learning
E-learning fails on motivation. Game rules help when they sit on a clear lesson, not on a progress bar alone.
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Make learning progress measurable
If you cannot see where learners stall, you cannot fix the course. Game events are just data with better names.
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Facebook reach and engagement that still work
Reach follows a clear offer and a conversation, not a daily meme quota.
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Starting and growing a YouTube channel
YouTube grows when one viewer problem is solved in the title, the thumbnail and the first 20 seconds.
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SEO for an online business that has to sell
SEO is pages that answer a search and can convert. Keywords without a page job are a hobby.
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Copywriting basics that still convert
Copy is not decoration. It is the sentence that makes someone do the next useful thing.
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The marketing funnel is more than a landing page
A landing page is one step. The funnel is every message from first view to paid work.
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What a landing page is actually for
One page, one audience, one action. Everything else belongs somewhere else.
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Shopify: from first shop to a store that can grow
Shopify is fast to start. The work is checkout, apps you actually need, and ops that survive the second busy week.
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WordPress hosting that does not fall over
Hosting is speed, backups and a PHP version you can live with. Cheap shared boxes fail at the worst moment.
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WooCommerce: a real shop on WordPress
WooCommerce is powerful because it sits in WordPress. It is also easy to overload with plugins.
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WordPress editors worth using
The editor should get out of the way. Page builders that own your content will own your next redesign.
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WordPress themes: a practical guide
A theme is the skin. If it ships a page builder you cannot leave, it is also a lock.
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WordPress plugins: a beginner’s filter
Plugins add power and attack surface. Install few, name why, and delete the rest.
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What open source software actually means
Open source means you can read, run, change and share the code — with a licence, not with a slogan.
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What a CMS is for
A CMS lets non-developers change pages without touching the server every time. That is the whole pitch.
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What WordPress is
WordPress started as a blog tool. It is now a CMS with a huge plugin world — for better and worse.
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WordPress for beginners
Posts, pages, themes and plugins. That is the whole model. Master that before any builder.
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