Agentic Engineering · Practicing · Coaching · Consulting

Agentic engineering.
Supercharge your delivery without compromising quality.

AI coding agents can multiply your development speed. We assist your team in using them effectively and safely, building on many years of experience in test automation, continuous delivery, and DevOps practices.

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Agentic engineering loop A cycle of plan, implement, verify, review and ship. AI agents do the loop work in the centre, while tests, CI gates and human review keep every change in check. AI agents you steer Plan spec & context Implement agent writes code Verify tests & CI gates Review human approves Ship deploy & observe
Agents do the heavy lifting – people keep it honest.

Services

Practicing, coaching and consulting in agentic engineering

Three ways to work with us, depending on where your organisation stands today.

  • Practicing

    Our consultants work hands-on in your codebase, delivering features with AI coding agents inside your existing tools, pipelines and review process.

  • Coaching

    We coach developers, leads and teams to work effectively with agents: writing clear specifications, setting guardrails, reviewing agent output and measuring results.

  • Consulting

    We help you shape your adoption strategy, from tool selection, security and governance to the delivery pipeline that makes agent-written code safe to ship.

Our foundation

Agents are only as reliable as the engineering around them

Crowdprobe is a team of senior consultants with extensive experience in software test automation, continuous integration, continuous delivery and DevOps. This background is what makes agentic engineering work in practice: every change an agent proposes passes through the same tests, pipelines and reviews as any other.

We support projects on-site throughout Europe as well as remotely, including monitoring, result analysis and maintenance of your CI/CD pipelines, so that your automation investments continue to deliver value.

We also recruit and train junior consultants for our clients, with the option of permanent employment after six to twelve months, once you are fully confident in their skills, attitude and performance.

From change to cloud Engineers and AI agents push changes into a pipeline of commit, test, build and deploy stages. Deployments land on public or private cloud, and telemetry feeds back to the next change. SOURCE Engineers write & review AI agents plan, code, test pair PIPELINE Commit git push Test unit · api · e2e Build containers Deploy GitOps Public or private cloud CLOUD Kubernetes Serverless Data LLM APIs OBSERVE → metrics, logs and traces inform the next change
Agent-written code ships through the same tested pipeline as any other change.

Expertise

What we bring to your project

  • Agentic EngineeringNew

    Delivering software with AI coding agents, safeguarded by tests, CI gates and human review.

  • DevOps CoachingNew

    Coaching teams to adopt DevOps and agentic practices, and to sustain them.

  • 3D Printing DesignNew

    Design of functional parts and prototypes for additive manufacturing.

  • Test Automation

    Fast, stable and meaningful unit, API, UI and end-to-end test suites.

  • Continuous Integration

    Automated build, test and analysis of every change, with fast feedback.

  • Continuous Delivery

    Repeatable, low-risk releases from commit to production.

  • DevOps Practices

    Shared ownership of build, release and operations across teams.

  • Cloud Services

    Public and private cloud platforms, containers and infrastructure as code.

  • Observability everywhere

    Metrics, logs and traces across pipelines, services and agents, with remote analysis and maintenance.

About us

Ten years of automation, from real devices to AI agents

Crowdprobe GmbH was founded in 2016 to provide high-precision performance measurements for web and mobile applications without compromising consumer privacy. Rather than monitoring real users, we ran synthetic, automated tests on a distributed fleet of real mobile devices connected through consumer internet lines, capturing detailed network communication records. We discontinued this service in 2018 and have since focused on consulting in the same field.

Our consultants have worked on a wide range of products and technology stacks, from telecom switching systems and the Solaris kernel to online video platforms and web and mobile applications, on both private and public cloud infrastructure. We adapt to each project, evaluate the options and recommend what fits best, building on your team's existing skills and investments.

Alongside our consulting work, we develop and operate our own mobile application-based services.

  1. 2016

    Crowdprobe GmbH founded

    Privacy-friendly performance measurements for web and mobile applications on real devices.

  2. 2018

    Focus on consulting

    Test automation, CI/CD and DevOps consulting for clients across Europe.

  3. Today

    Coaching and agentic engineering

    Practice, coaching and consulting in agentic engineering, alongside our own mobile application services.

How can we help?

Tell us about your project and how we can support you.

Contact us info@crowdprobe.com Garmisch-Partenkirchen, Germany · on-site across Europe