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

"One architect with an AI Agent fleet is a department. Don't be the one being out-scaled"

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.

No hype, no spiritual fluff—just the blueprint for the 2026 operations model.

IS THIS FOR YOU?

• FOR BUSINESS (Founders & Managers):
• The Problem:
  Scaling with people is slow, expensive, and increasingly inefficient.
• The Shift:
  Autonomous workflows (“digital workers”) start replacing routine execution.
  What you’ll see:
  • How AI agents can replace repetitive tasks
  • How to think in cost-per-task instead of salary
  • Where most AI initiatives fail
  • What early-stage adoption actually looks like
• FOR TECH (Engineers & Architects):
• The Problem:
  If AI can write code — what is your role?
  The Shift:
  From writing code → to controlling systems that generate and evolve it.
  What you’ll see:
  • How to use AI agents as co-pilots (not toys)
  • Why most generated code fails without control
  • What “agent architecture” looks like in practice
  • How real workflows differ from demos

THE AGENDA (60 Minutes of Reality)

• 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

WHAT YOU WILL WALK AWAY WITH:

• Engineers: A clear view of how to move from “code writer” to “agent controller”.
  Managers: A practical lens on where AI can (and cannot) replace work.
  Everyone: A grounded understanding of what is real — and what is noise — in AI development today.