The latest tech is available. But the full potential is not realized. Usually one of these is the reason.
Claude, Codex, Cursor, new models every week. Nobody on the team has the hours to test what actually works and how to apply it to your stack.
You picked one process, built a first version with AI, and it never made it into daily use. Now the topic is on hold.
AI initiatives cost money without a measurable return. And nobody can say how internal and customer data stays protected while the tools get access.
Advice you can use the same day. Booked by the hour, one problem per session, no retainer or long-term commitment.
Hands-on for engineering teams: Cursor, Claude Code, repo agents, review loops, and the guardrails that ensure production-grade outputs.
→ The team ships faster with current AI tools
Bring one painful process (quotes, documents, reporting, an internal tool). We sketch the system, the stack, and the first steps worth building.
→ A clear path forward
A second pair of eyes on an agent, knowledge base, or app you are already building. Get feedback on what to keep, what to cut, and what will bite you later.
→ Security and stability ensured
For leaders who need a straight answer on where AI pays off in their company, without committing to a project yet.
→ Clarity before you invest
Time efficient, scoped, and useful.
Let us discuss the session type and the problem you want to work on. If a Deep AI Audit is a better next step, we will say so.
A consulting session, remote or on-site. You bring the process, the repo, or the team. We work through it together and stop when the hour is up, not when the budget is.
You leave with insights, a recording when useful, and a list of next steps. Hire us to implement later, or do it yourself.
What clients and the community say.
I hope more people see this post.
This is indeed awesome. Will try it few hours and share feedback. At first try, I got 5 languages transcribed with latency of less than 2secs... Impressive :)
Very informative, thank you!
Made By Agents has been an invaluable partner in our digital transformation. They helped us identify and implement the exact AI tools needed to automate processes that were previously paper-heavy and prone to human error. They built several of our websites with integrated CMS. Our staff can now manage everything successfully. Every technical question I had was met with high-level competence. It is an exciting time to be working with AI when you have a team like this guiding you.
Managing Director | Canova GmbH
Nice video. Although I'm no tech. I learned a lot.
Really great video, hope your channel keeps on helping many more people!

Tobias Wupperfeld, Founder of Made By Agents
More than 5 years of AI development experience
Every session currently is with Tobias directly. He builds AI systems daily, so the advice comes from practical implementation experience.
Focus areas
Straight answers to the questions we hear most often.
Can't find what you're looking for? Book a Discovery Call
Founders and ops leads who want a straight answer on one process, and engineering teams who want to get fluent with coding agents. AI builders are welcome. You do not need to book an audit first.
The audit is a company-wide, written product with a ranked build list. Sessions are smaller: one problem, one team, one working block. If you need a full map, the audit is the next step.
Yes, if you want that. Sessions are useful on their own. Building the system is a separate, scoped piece of work after you decide.
Both. Most sessions are remote. On-site workshops are available on request when the scope justifies it.
A fixed hourly fee, quoted on the Discovery Call. Most sessions run 1 to 4 hours. Team workshops are booked as a half or full day.
That is a common starting point. Workshops can be adapted to start from zero and use your stack.
Tell us who you are and what you want to achieve. We will match the format.