What you see in GitHub
Comments, labels, and other agreed task-processing results directly inside the repository.
GitHub Flows / Trial Setup
See how AI agents can help with tasks in your GitHub project
A small trial setup for €50: you connect a repository, create up to 5 test tasks, review the result in GitHub, and receive a short report with a recommendation for the next step. The first scenario runs without code changes and without opening a PR.
- 1 repository and up to 5 test tasks;
- the trial setup runs on my side according to the agreed scenario;
- no code changes and no pull request in the first PoC;
- visible results, technical run logs, a short report, and a recommendation on what to do next.
Why start with a small trial
If you are interested in AI agents, the first questions are usually practical ones: where they can actually help in your development process, which GitHub task scenarios may bring useful results, how much control and transparency you can keep, and whether a dedicated setup is worth pursuing later.
This PoC is built exactly for that first trial: on your own repository, within clear boundaries, and with a visible result. You do not need to design a separate environment in advance just to understand whether the approach has practical value. After a trial like this, it is easier to decide whether you want a next step and what that step should be.
How the trial setup works
The first scenario is built around handling GitHub tasks and intentionally stays small in scope, so you can calmly see what this kind of run looks like in practice.
GitHub App
->
GitHub issue
->
agent run
->
result in GitHub
->
logs
->
short report
What you see in the logs
Technical run logs that show what happened during processing, what worked, and where clarification was needed.
What you receive after the PoC
A short readable report and an engineering assessment of the next step: whether it is worth continuing and what makes sense next.
Who this is for
- digital product owners;
- founders of small technology projects;
- people responsible for product development;
- engineering leads;
- teams that manage work through GitHub Issues;
- anyone who wants to evaluate AI agents before rolling them out.
What is included
- €50 for the first PoC;
- 1 GitHub repository;
- up to 5 test tasks;
- the trial setup runs on my side according to the agreed scenario;
- a limited processing scenario based on the agreed scenario;
- visible results in GitHub;
- technical run logs or prepared excerpts;
- a short readable report;
- an engineering assessment of the next step.
What is not included
- code changes in the first PoC;
- creating a pull request;
- deployment to a production environment;
- long-term hosting;
- SLA or support after the PoC;
- detailed design of a custom workflow without a separate agreement.
Access and safety
- access is limited to what is required for the agreed scenario;
- a public or test repository is preferred for the first PoC;
- access to a private repository is discussed separately;
- no code is changed in the first PoC;
- each run is limited in scope and duration so the trial stays controlled.
What can be customized later
If the trial proves useful, the setup can be adapted to your environment and working rules.
- self-hosting on your side;
- a local model instead of a hosted one;
- GitLab instead of GitHub;
- your own prompts and labels;
- more complex processing rules and workflows.
Send a request
The form uses email only. Do not send secrets, tokens, or sensitive repository content.
FAQ
Can I start with a private repository?
Yes, but for the first PoC a public or test repository is preferred. Private access is discussed separately.
Does the agent change code in the first PoC?
No. The first scenario is limited to handling GitHub tasks, producing visible results, generating technical run logs, and delivering a short report.
What will I receive after the PoC?
Visible results in GitHub, technical run logs or prepared excerpts, a short report, and an engineering recommendation for the next step.
How many test tasks are included?
Up to 5 test tasks within one repository and the first limited scenario.
What can happen after the PoC?
After the first trial, you can continue on my setup, discuss self-hosting, use a local model, move to GitLab, or define a more customized scenario.