Largest single database operated
contacts imported, deduplicated to zero duplicates, normalized, with 1.2M empty fields enriched.
For founders & SMB teams running on manual ops
I build the machine that does it, and you own it.
One engineer replaces the spreadsheet chaos and the monthly no-code rent with software you own, on your infrastructure. Live in weeks, monitored 24/7, run by the person who built it.
Hi, I'm Tim.
the engineer you'll actually talk to
free · in your inbox within 72h · no call required
Real numbers from real engagements. Clients anonymized; every claim on this site traces to a documented system.
The stack I build on, and the tools I connect
Standard tools, deliberately. Your system stays yours, and any competent engineer can pick it up.
Sound familiar?
You spend the evening re-typing numbers from three tools into a fourth spreadsheet. The Monday report eats half a day, every week.
Leads land in an inbox. Someone forwards them, someone forgets them. Nobody counts the ones that die in there.
And you pay rent for tools you will never own. One client paid €10,000 a month for a setup only the contractor understood. When he left, the knowledge left with him.
I don’t think so.
Imagine this instead. One dashboard, numbers you trust, leads answered before your coffee is done. And when something breaks, a message from the person already fixing it. That is what I build, on your infrastructure, owned by you.
I’ll name your 3 biggest leaks and what each one costs you monthly. Free, within 72 hours.
Receipts, not promises
Every figure is one measured event inside a production system. Not an average, not a range.
Largest single database operated
contacts imported, deduplicated to zero duplicates, normalized, with 1.2M empty fields enriched.
Biggest query optimization shipped
the core funnel query on a live client platform, rebuilt on materialized views and a redesigned RPC.
Leads recovered by one tracking fix
same ad account, same spend, one corrected conversion mapping. The ads were fine; the plumbing was lying.
Access-control gaps found and closed
a full multi-tenant audit of the API surface. The external security scan afterwards: zero high or critical findings.
Largest production schema designed and operated
tables, behind 229 API routes and 25 background jobs. Around 130,000 lines of TypeScript in four months, by one person.
No-code rent replaced by an owned platform
the monthly bill for a setup only the contractor understood, replaced by a platform Black Forest Production GmbH now owns outright.
The systems behind these numbers: Client operations platform · Contact-data engine · Work-order automation
The Ownership Ladder
Every step delivers something you keep and pays for itself before the next one starts.
Five minutes in the form. Your 3 biggest leaks, priced, plus what I would build first.
Get my free systems teardownA 90-minute deep-dive, then a prioritized roadmap with a fixed quote for step one.
One fixed scope, built in your repo. Final invoice only when it runs in production.
I run it: monitoring, incidents, backups, iteration against your numbers.
Project-based, never hourly. Priced against the value of the system, not the hours in it. I take on two new builds per month. Solo means the capacity limit is real.
Who you're working with
I’m Tim. Every system on this site was designed, built, and is run by me personally. No account managers, no handoffs. You talk to the person who writes the code.
The speed has an honest explanation: I orchestrate AI agents for implementation and own every architecture decision myself. A feature requested Thursday can be live Friday.
I take on two new builds per month. That is the whole capacity, and it is real. Solo is not a marketing angle here; it is the business model.
Tim was a pleasure to work with. His communication was clear and concise. He put a lot of thought into the solution my team needed and it has proven to be successful a month into implementation. Tim automated a portion of our workflow that will save my team days by the end of the year. I will be hiring Tim again.
Objections, welcomed
Hiring someone to rebuild your operations is a trust decision. These are the real questions, answered the way I’d answer them on a call.
For simple glue between two tools, no-code is fine, and where it genuinely fits, I’ll say so in the teardown. But once your operations depend on it, you’re renting logic you can’t inspect, test, or scale: one client was paying €10,000/month for a Make.com setup only the contractor understood. Custom code lives in your repo, has tests, survives personnel changes, and costs nothing per month to exist.
Because the handoffs are where quality dies. With an agency you talk to an account manager, who briefs a PM, who tickets a developer. With me, the person on the call is the person who designs the schema, writes the code, reviews it, deploys it, and answers when something breaks. The portfolio shows what that model ships: a 229-route production platform, built and operated solo.
You lose a contractor, not your system. Everything lives in your accounts from day one: your GitHub repo, your database, your cloud projects, your API keys. Documented, tested, standard stack (TypeScript, Postgres, Next.js): any competent engineer can pick it up. That’s a deliberate design constraint, not a courtesy.
The teardown is free. The systems audit is $490, credited toward a build. Build sprints are fixed-scope from $6,900: 50% upfront, final invoice only when it runs in production. Operator retainers start at $2,900/month, cancel monthly. Project-based, never hourly: you’re buying a working system, not my time.
Safer than it probably is now. I build on your infrastructure with row-level security by default, audit access paths (in one platform: every one of ~190 API routes reviewed, 11 access-control gaps closed), run EU-region error monitoring where GDPR matters, and set up automated backups to storage you own. A third-party security scan of my largest client platform: zero high or critical findings.
No catch, and no obligation. It’s the first rung of the ladder because you shouldn’t have to trust a stranger on faith. You get a genuinely useful map of your three biggest automation leaks whether or not we ever talk again. If it’s good, you’ll know exactly what working with me looks like. That’s the bet.
Free systems teardown · the only next step
Two minutes with the calculator gets you a first number. Within 72 hours I send the real thing: your 3 biggest leaks, what each costs monthly, and what I would build first.
A human (me) reads every request personally.
I take on two new builds per month, so the free slots are real.
Try it on your own operation
This is the first half of the paid audit, running in your browser: pick what your team does by hand, set the numbers honestly, and it draws what I would build, what it costs to build, and what comes back per year.
Salary plus overhead, per person. Rough is fine.
Your blueprint
$12,900
Back per year
285h
Hours back per year
11
Build days
Build this first
Re-typing orders or work requests from email
Highest return per build day. Pays for itself in 14 months.
Pick at least one thing your team does by hand and the blueprint draws itself.
$6,300 per year · 6 build days
What I would build
Built for a facilities services company: work orders parsed into the exact 28-column format their field system needs, uploaded over FTPS, polled for success, every order logged.
$6,200 per year · 4 build days
What I would build
Built for a marketing agency: per-account conversion mapping. One corrected mapping took a client account from 1 tracked lead to 355.
$5,900 per year · 8 build days
What I would build
Built for a jewelry retailer: casting invoices read by OCR, weight discrepancies flagged against a 0.03 DWT threshold, cross-checked against live spot prices.
$6,600 per year · 5 build days
What I would build
Built for an agency: ads, CRM and funnel data in one place. The heaviest query went from 12-24 seconds to 1.6 seconds.
$6,700 per year · 7 build days
What I would build
Built for a sales-intelligence company: 863,484 contacts deduplicated to zero duplicates, 1.2M empty fields enriched.
$5,500 per year · 4 build days
What I would build
Built into every system I run: webhook triggers into scheduled jobs, alerts to Slack or Telegram, so failures announce themselves.
Runs entirely in your browser. No API call, no analytics event, nothing stored. The arithmetic is deliberately conservative and you can check every step of it.
Your answers, packed exactly as they reach me.
Encrypted, straight to the database. No app server in between.
Saved into a write-only mailbox. The number on the right is the real time it took.
From here, no automation: I read it myself. In your inbox within 72 hours.