W-AI / ARTICLES

Ideas that shape the practice.

Published writing by Roberto Penco on AI, business, learning, and creative work. Read the original English articles on Medium.

Business Acumen in the Age of AI: Finish the Cycle

Why complete workflows, shorter time to market, and learning from finished work matter when applying AI in practice.

BusinessWorkflowsPractical AI
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How to Build a Local AI Video Workflow

A practical account of building a local video workflow with an AI agent: models, iterations, repairs, and a scene assembled from separate layers.

Creative workflowsAI agentsVideo
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Still Banning AI in Coding Interviews?

An argument for assessing candidates through real problems, AI-assisted delivery, verification, and the cost of producing a result.

HiringSoftware engineeringAI at work
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AGI Is Here

A practitioner’s argument about general intelligence, grounded in delegated work across software, administration, and research, with explicit discussion of its limits.

AGIAI agentsPerspective
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From 10× Developers to 1000× Organizations: The Agentic AI Business Operating Model

A proposed operating model for software organisations using agents, separating selected reported gains from hypotheses about much larger organisational change.

AI transformationOperating modelsAgentic engineering
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How can Writers Benefit from AI Agentic Revolution

A practical view of how writers can use agentic AI while preserving purpose, structure, evidence, and editorial control.

SDAWritingAgentic AI
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Agentic Engineering: The Old Dream of Programming in Natural Language Is Finally Here — and Becoming Computer Science Again

Why specification, verification, and engineering discipline matter as natural language becomes a serious development interface.

Agentic engineeringSoftwareComputer science
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