Medium

Igor Dia

Igor Dia

·

Feb 10

The Overengineering Trap: Why Architectural Vanity is the Silent Killer of Early-Stage Ventures

The Cult of Premature Scalability

A conceptual 3D illustration showing a digital data flow pipeline from Input to Output. On the right, labeled ‘Input’, several smartphones are placed into a transparent cube, symbolizing user data or content entry. In the center, labeled ‘Processing’, a shield with a checkmark represents secure and verified data handling. On the left, labeled ‘Review’, a transparent server-like structure with an atomic icon signifies a review or analysis stage. Above all, the final ‘Output’ is depicted as a scre

Igor Dia

·

Feb 4

The Death of “Build First”: Why Research-Driven Development is the Only Way to Survive the…

The Era of Cognitive Overload

3D-rendered analytics dashboard with transparent and gold UI elements: includes a line chart, bar chart, and donut chart. Metrics displayed: 4,526 views, 5-minute average session time, 3.05% conversion rate, 3.17 KPI score, and a total value of 6,986. Designed in a futuristic style for AI-powered product interfaces.

Igor Dia

·

Jan 21

The Silent Liquidation: Why AI-Generated Software is a Borrowing of Future Engineering Capacity

Behind the “Speed Trap” of 2026: Understanding the shift from Technical Debt to Comprehension Debt.

“Minimalist analytics dashboard displaying key business and growth KPIs: average visits per user per month, Twitter referrals, customer support calls, organic search traffic, social shares, conversion rate to paid users, email signups and open rate, number of monthly experiments, average deal margin, page load time, and average time to launch a marketing campaign. Conceptual visualization of data-driven product, marketing, and growth analytics.”

Igor Dia

·

Jan 7

When an MVP Stops Being an MVP: Product Checkpoints You Can’t Ignore

We believe we can reframe software delivery from the ground up, where every decision, tool, and interaction is guided by contextual…

“Product team building a layered product structure from MVP to AI-powered code, illustrating key checkpoints in AI-driven product development.”

Igor Dia

·

Dec 24, 2025

Beyond the Blue Link: Why Your Website Should Target AI Bots Before Humans

The End of Traditional SEO and the Rise of Generative Engine Optimization (GEO)

A human team working alongside an AI system to evaluate website performance and structure through an analytical dashboard, representing human-in-the-loop optimization for AI-readable and GEO-optimized websites.

Igor Dia

·

Dec 10, 2025

AI and Open Source: Why “Just Use a Library” Doesn’t Work Anymore

OSS is no longer a safe foundation for AI tools. We replaced unmaintained open source with validated, supported tools and added AI-aware…

“3D neon-style illustration of a software library package labeled ‘Library X’ passing through a futuristic AI scanner portal. The screen reveals hidden issues: 3 vulnerabilities, 1 critical license, and a deprecated dependency. The box looks clean on the outside, while the AI scanner exposes internal risks, symbolizing supply-chain security problems in open-source ecosystems.”

Igor Dia

·

Nov 26, 2025

How We’re Learning to Build with AI, Not Just for It

The world rushed to integrate AI into everything.

Illustration of a human and AI hand assembling a fragmented interface — symbolizing hybrid AI collaboration, UX structure, and contextual intelligence in product development.

Igor Dia

·

Nov 12, 2025

AI in Software Development: When the Hype Meets the Hard Work

The world rushed for AI. Every conference, every webinar, every news article shouted: “This is the future!” But between excitement and…

Soft cinematic illustration showing collaboration between human and AI in software design — two figures at one desk under warm-to-cool gradient lighting, symbolizing contextual intelligence, creativity, and balance in Cadabra Studio’s visual identity.

Igor Dia

·

Oct 29, 2025

Why Beautiful Figma Files Can Still Break Your Frontend

How We Learned That Real Speed Comes From Design Structure, Not Code

A person stands in front of a large holographic UI projection, observing a chaotic, unstructured layout on the left and a clean, component-based design on the right. The image visualizes the transformation from visual noise to AI-ready design structure.

Igor Dia

·

Oct 15, 2025

How We Integrated AI into a Healthcare Product

AI adoption in healthcare is gaining speed, but too often it stops at surface-level features. We wanted to explore a deeper question: what…

Futuristic dark-mode illustration showing an AI assistant connecting a clinic dashboard and a patient’s smartphone. The left side features glowing blue panels with patient data, medical history, and monitoring widgets. The right side displays a mobile screen with chat messages, a voice assistant icon, and a pulse graph in orange. In the center, a minimal AI icon acts as a bridge, linking both systems with smooth light trails. Clean, flat 3D tech style, ideal for AI healthcare UX context.

Igor Dia

Igor Dia

CTO at Cadabra Studio. I write about AI in real products, software strategy, and building with purpose. Creator of the HIEEF framework. https://cadabra.studio/

Following

Help

Status

About

Careers

Press

Blog

Store

Privacy

Rules

Terms

Text to speech