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Author

Agenor Mota

Independent author of the IAMVibeOps Manifest. Software architect and technologist.

AM
Agenor Mota
"The next stage of AI adoption will not be defined only by who generates faster, but by who can execute better, validate better, audit better and better preserve human intention."

Agenor Mota is a software architect, technologist and independent researcher based in Lévis, Québec, Canada. He is the author of the IAMVibeOps Manifest — an independent authorial work presenting a discipline for transforming human intention into governed, auditable, verifiable and evidence-based operational execution with artificial intelligence.

Background

With experience spanning software development, systems architecture, digital transformation and organisational consulting, Agenor Mota has observed a consistent pattern: teams and organisations adopt AI tools rapidly but lack structured disciplines for governing AI execution, preserving context, validating outputs and maintaining human accountability.

The IAMVibeOps Manifest was developed from this observation — as an independent, authored response to a methodological gap in how humans and organisations operate with artificial intelligence.

About the Manifest

The IAMVibeOps Manifest is an independent authorial work. It is not affiliated with, sponsored by or connected to any third-party company, product, platform or tool. It is a conceptual and methodological declaration — publicly introduced in version 1.0 — presented in four languages: English, Portuguese, French and Spanish.

The public version presents the vision, 8 principles, discipline and manifesto. Operational methods, playbooks, diagnostic models and implementation materials are not disclosed in this public version.

Name
Agenor Mota
Location
Lévis, Québec, Canada
Role
Independent author, software architect, technologist
Manifest
IAMVibeOps — version 1.0, 2026
Domain
iamvibeops.ca
Contact
contact@iamvibeops.ca
Read the Manifest View Manifest on GitHub ↗ Contact
Independence Statement

Agenor Mota and IAMVibeOps are independent of any third-party institution, government entity, financial program, accelerator or tech company. No institutional affiliation or partnership is claimed unless explicitly documented. For the full legal notice, see Legal.