Kdy agent přestane být experiment a začne být proces

How an agent experiment becomes a repeatable workflow, in practice and in code.

Vojtěch Baránek · Rock8Cloud · ProRocketeers

What is an agentic process?

Software gave the business leverage by turning processes into code. An agentic process is the same move, with AI steps that open a new dimension of what is possible.

How to design one?

The building blocks: Tool · Agent · Step · Workflow

How do they fit together?

From a prompt someone types, to a process something triggers. In code, so versioned and tested.

How do you control and audit a run?

Workflow features: State · Suspend & resume · Trace

How do you know it still works?

Evals are to an agentic process what tests are to code.

SHOW ME THE CODE · TOOL · AGENT

A tool is a schema and a function. An agent is instructions and a model.

SHOW ME THE CODE · STEP · SCORER

Agents are async by nature. A step is where you wait.

SHOW ME THE CODE · WORKFLOW · RUN

The steps on a graph, and the endpoint that runs it

EXAMPLE · IN MASTRA

The code, drawn. For debugging and for clarity.

Mastra Studio, the bug-triage workflow drawn from the code

Drawn from the code. Run it, step through it, read every trace.

EXAMPLE · A CUSTOM UI

The same workflow, behind your own UI

A kanban board of bug reports: closed by the process, waiting on a person, shipped, shelved; every card lists the steps its run went through

EXAMPLE · A HUMAN DECISION

Why a person was needed, and what they decide

The decision form: three named checks that blocked an automatic fix, the facts the rule saw, and three choices: build it, backlog, will not do

The full analysis the coding agent wrote: what it checked in the repository and what it could not establish

WHEN DOES AN AGENT STOP BEING AN EXPERIMENT?

Then it is part of your system.

Thanks

THE CODE EXAMPLE

github.com/rock8-cloud/ai-bug-triage-workflow

THE PRESENTATION

rock8.cloud/p/agents

www.rock8.cloud