AI & software engineering for software teams

Ship software faster. No compromises.

weaverbytes helps software teams shorten development cycles, apply AI where it pays off, and improve testing and CI/CD – so new features reach customers sooner without giving up quality and stability.

  • 30 minutes, free and non-binding
  • A straight technical assessment

Companies that trust weaverbytes

  • Logo of MPS Medizinische Planungssysteme GmbH
  • Logo of Qrago GmbH
Services

Three concrete starting points for today's challenges in software teams

Slow releases, heavy manual testing, new regulatory requirements, or the question of whether AI actually improves productivity: often the technology is not the real problem — it is the lack of clarity about where an investment truly pays off.

That is why every project starts with a clearly defined goal, a fixed scope, and a measurable result. You only invest further once the benefit is visible.

Too much manual testing

Regression Reduction Sprint

When regression testing delays releases, ties up developers, and keeps getting more expensive as the software grows.

The result
  • A prioritised test strategy with concrete measures
  • Technical recommendations on framework, test data, and CI integration
  • Effort and benefit estimate per automation candidate — optionally including implementation of the first automated tests
Duration
2–4 weeks
Fixed price
from €5,900
Book an intro call30 min, free · pick a slot directly in the calendar
CRA obligations still unclear

CRA Software Readiness

When your software product may fall under the Cyber Resilience Act and you need clarity on what concretely has to be done technically.

The result
  • Gap analysis: where you stand against the technical CRA requirements
  • A prioritised roadmap with measures and sequence
  • Effort estimate for your development team — optionally including implementation of the measures
Duration
2 weeks
Fixed price
from €4,900
Book an intro call30 min, free · pick a slot directly in the calendar
AI should really speed up development

AI Developer Productivity Pilot

When you want AI not just available to individual developers, but productively integrated into complex development processes.

The result
  • A working agentic harness for your team: coding agents with the context, rules, and tools of your codebase
  • Documented findings: what worked, what didn't, and why
  • Recommendations for rollout, guardrails, and tooling — optionally including rollout support and team training
Duration
4–8 weeks
Fixed price
from €9,900
Book an intro call30 min, free · pick a slot directly in the calendar
Custom project

Your project doesn't fit one of the three packages?

For other clearly scoped software, test automation, CI/CD, or AI/ML projects you also receive an individual fixed-price offer.

Together we clarify goal, scope, and desired outcome. You then receive a transparent offer with defined deliverables, timeline, and fixed price.

Duration
by scope
Fixed price
by scope
Discuss a custom project30 min, free · pick a slot directly in the calendar

All prices are net, plus VAT.

Christopher Weber, founder of weaverbytes
Christopher Weber
M.Sc. Electrical Engineering and Information Technology, Technical University of Munich
About

AI expertise meets pragmatic software engineering

I help software companies make development processes more efficient, safeguard quality, and integrate new technologies sensibly into existing systems and teams.

I combine years of experience in software engineering, test automation, and DevOps with hands-on experience rolling out AI in development teams and building production AI and machine learning solutions.

The starting point is always the concrete problem. Before AI is used, for example, I check whether the task can be solved more robustly, more cheaply, or more simply with conventional software. Test automation is not about automating as many tests as possible, but the ones that actually speed up releases and free up development time.

The result is solutions that are not just technically interesting, but bring a clear, tangible benefit in day-to-day development.

As an external engineering expert, I bring an independent perspective while working where implementation happens: together with your developers, in your existing technical environment, and with an eye on solutions that work for the long term.

References

A clear test-automation plan in just 24 days – expectations exceeded

MPS is a leading provider of chemotherapy management software in the DACH region. Time savings and error reduction in complex chemotherapies are the strongest reasons for using it. In addition, our product Chemocompile offers a uniquely large number of interfaces to third-party systems in hospitals, pharmacies, medical care centres (MVZ) and cancer registries. This diversity poses major challenges for automated testing — not least given the strict regulatory requirements for medical software, including the European Medical Device Regulation (MDR) and the IEC 62304 standard.

Thanks to the collaboration with weaverbytes and Christopher Weber's outstanding commitment, only a few weeks after commissioning we are already in the middle of implementing the new test strategy and test plans. It is a pleasure to work with Mr Weber. His deep, solid experience with test environments, test processes, test methods and test standards through to certifications made every conversation — and especially the results he worked out in detail and at impressively high speed — a gain for us. The documents on the strategy and implementation of automated tests, including practical recommendations for our test environment, turned out outstandingly well even by our very high standards.

The arrangements for commissioning and fine-tuning were very clear and fast. Mr Weber convinced us both with the immediately actionable, high-quality strategy and infrastructure documents and, on the way there, impressed us in all analytical and fact-finding conversations with his very pleasant, reliable way of working and his great expertise.

Beyond improvements to test automation and test infrastructure, Mr Weber contributed substantially to prioritising our end-to-end tests and developing our quality assurance sustainably. The result is markedly more efficient quality assurance with less manual test effort and even greater confidence in future releases.

My strong recommendation for working with weaverbytes. Test-automation planning worked out to such a high standard and so quickly, and immediately actionable, has moved us a big step forward.

Translated from German.

Dr. Lutz Lowis, Technical Director at MPS Medizinische Planungssysteme GmbHDr. Lutz LowisTechnical Director — MPS Medizinische Planungssysteme GmbH

From test automation to an ML prediction service — solutions that work in daily practice

QRaGo develops a cloud-based SaaS platform for the digital dispatching of patient transports. Working with weaverbytes, we first automated our end-to-end tests, making important parts of our quality assurance more efficient and reliable.

Building on this successful collaboration, we subsequently commissioned Christopher Weber to develop a machine-learning-based prediction service. This produced production-ready prediction models that support our dispatching and reduce manual follow-up work. What convinced us most were the technical depth, the pragmatic execution, and the reliable collaboration.

We very much enjoy working with weaverbytes and can clearly recommend Christopher Weber for demanding software, test-automation, and machine-learning projects.

Translated from German.

Christian Ruff, CEO of Qrago GmbHChristian RuffCEO — Qrago GmbH
Contact

Where is your software development losing time today?

Slow releases, open CRA questions, or AI without measurable impact — 30 minutes are enough for an initial technical assessment and a clear next step. Free of charge and non-binding.