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Practice for specialists and business owners

AI agents and automation

Work through your own process, design an AI agent yourself, and build the solution with AI tools — from logic and data to integrations, testing, and launch.

For whomSpecialists, freelancers, and business owners
FormatYour real workflows
DevelopmentTogether with AI tools
OutcomeYour own AI agents and automated workflows
Who it is for

For people who want to build working AI solutions

01

Specialists

Documents, research, reports, presentations, and everyday work communication.

02

Freelancers

Content creation, project organisation, and your own recurring workflows.

03

Business owners

Inquiries, customer service, marketing, analytics, and task control.

04

Managers

Selecting processes for AI, safety rules, result control, and team involvement.

Practical path

From a workflow to a launched AI agent

Work on your real task. You make the product decisions while AI helps design, write code, test, and improve the system.

01

Choose the process

Identify a recurring task and define the problem, participants, data, and expected result.

02

Design the agent

Define the agent’s role, boundaries, inputs, actions, and completion criteria.

03

Instructions and context

Create system instructions, operating rules, templates, and the context required for reliable results.

04

Tools and data

Connect documents, spreadsheets, knowledge bases, search, and other sources the agent needs.

05

Integrations and automation

Connect forms, email, spreadsheets, CRM systems, databases, and messengers through integrations and AI tools.

06

Multi-step AI workflow

Build the sequence of actions, transition conditions, checks, and handoff to a person.

07

Testing and safety

Test errors, edge cases, data protection, and situations that require a human decision.

08

Launch and improve

Launch the agent, evaluate quality, collect errors, and improve the instructions and workflow.

Tools used in practice

Claude Code, Codex, and other AI tools create and modify code for your task. You learn to define the task, understand the logic, verify the result, and manage development.

Outcome

A working result and the skill to build your next solutions

Agent architecture

A clear blueprint: goal, data, tools, steps, checks, and human oversight.

Working AI agent

A working AI agent built for one of your real workflows.

Independent development skills

The ability to design, test, and evolve future AI solutions independently with AI tools.

Practice and support

Keep building your AI skills on Telegram

The channel features clear guides, examples, and walkthroughs. In the group, you can ask questions and discuss tools and share your results.

Choose the right format

Tell us what you want to learn or simplify

Describe your task in plain language. We will suggest a suitable format based on your experience and goals.

After you submit

We will clarify your goal and current experience, then suggest a clear path within one business day.

You can start from scratchClear and step by stepYour own tasks