All Trues about AI Agents + Vibe Coding: From Strategy to Real Execution

AI is no longer just helping developers write code. It is changing how products are built — from writing code to managing autonomous AI agents.

Master the Economics of Autonomy to scale your business using tokens instead of headcount, while evolving from a coder into an Architect who commands an AI fleet. No fluff—just a live build of an agent's 'brain,' setting operational guardrails, and calculating real ROI for the 2026 work model.

This session combines two perspectives:

• Strategic — how AI agents reshape teams, costs, and product development

• Practical — what actually happens when you try to use them in real coding workflows

No hype. No polished demos. Just how things really work in 2026.

Scaling with people is slow, expensive, and increasingly inefficient.

Autonomous workflows (“digital workers”) start replacing routine execution.

You will see how AI agents can replace repetitive tasks and think in cost-per-task instead of salary. Learn where most AI initiatives fail and what early-stage adoption actually looks like. For tech professionals, understand how to use AI agents as co-pilots and why most generated code fails without control.

This event promises a grounded understanding of what is real — and what is noise — in AI development today.


Agenda

- Part 1 — Strategy & Reality (Ivan, CTO): • Why 90% of AI projects fail
• The Economics of Autonomy: tokens vs headcount
• What 'AI agents' actually are (beyond buzzwords)
• Guardrails: autonomy without losing control
• The 2026 operating model
- Part 2 — Live Reality Check (Sergii, Architect): A real AI coding agent, live:
• Task → agent execution
• Where it breaks (and it will)
• How to control and correct it
• How rules, constraints, and structure change the outcome


Speakers

Ivan — CTO

Sergii — Architect


Who this is for

Founders, Managers, Engineers, and Architects interested in AI and autonomy.