Vibe Coding

Build a small tool for your own work with AI in one day. We prepare the agent environment and help you choose a task, then teach you to build, check and improve the solution.

For managers and specialists without coding experience. Mentoring is available separately.

Small internal tools often wait behind more urgent engineering work. Teams still need a way to test whether an idea is useful.

↓ Vibe Coding · practise

Build a small prototype, test it with users and decide what would be needed before release.

For managers and specialists without programming experience. Before the hackathon, we help you choose a small task. During the day, you build a first version and learn how to improve it with AI.

For example, build a report from several data exports. Describe which data to combine and the output you need. Check calculations on familiar examples, investigate errors and try different exports. We choose the task and scope before the day.

Before the workshop

One taskper participant to start

Before the session, we collect participants’ tasks and choose a manageable scope: inputs, expected output and a way to check the result.

Vibe Coding

One dayto build and test

We prepare the agent environment, skills, templates and examples, and check access. We agree group size and facilitator numbers so participants can get help with their own tasks.

How the hackathon day works.

Work in an agent environment set up before the day. Start with a shared example, then build a tool for your own work, individually or in a small group.

Morning

Learn the tools

“A shared example”

Use a small example to describe the result you need, give an agent context and build a first version. Try the prepared tools and learn to check the output.

Prepared environment, skills and templates

Main part of the day

Build your own solution

“Individually or in a small group”

Work on the task selected before the hackathon, with help from agents. Facilitators help clarify requirements, investigate errors and improve the tool. Test it against familiar examples from your work.

Most of the day is spent on your own task

Evening

Test and show the result

“Demonstrations and review”

Show the tool to colleagues, test the main scenario and record its limitations. Review what is ready to use, what needs more work and how to change the solution yourself.

A first version and a list of next improvements

After the hackathon: optional mentoring

If you want to develop the tool further, we can agree separate support for troubleshooting, new features and use in everyday work. Mentoring is not included in the one-day hackathon.

How Astana Hub used the approach.

A concrete example of people closest to a process helping build the tools they use.

Internal platform built by its users

Astana Hub

In this earlier engagement, scrum masters and project managers worked through seven practical modules, then used mentoring to develop an internal platform for their own work. The published case explains what they built and how the team uses it.

Read the full Astana Hub case, along with other published work.

How to join

A one-day hackathon on participants’ own work. We prepare tasks and the agent environment before the session. Ask us about future open groups if you have only a few people to train.

Start a conversation

Plan Vibe Coding for your team.

Tell us what the team needs to build. We can discuss the team, format and timing.

Who will take part *

We use your details to respond to your enquiry. Please avoid sending confidential information.

Let’s
work together

Tell us what your team needs to learn, build or change. We’ll help you choose a training programme or plan implementation.

See the work

Read how a US bid firm chooses which bids to chase from its own track record, and how an executive search firm works with AI agents.

Read the cases
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