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Socio de IA y automatización. Hecho con cuidado en EE. UU., Polonia, Estonia, Brasil y Ucrania.

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Escritos

Blog e ideas

Ideas, tutoriales y análisis en profundidad sobre agentes de IA, automatización e ingeniería de producto.

19 entradas

WNC: an agentic AI company that builds agents for production, not demos
5 nov 2026 · AI Engineering · 5 min de lectura

WNC: an agentic AI company that builds agents for production, not demos

Most companies already have an AI demo. Fewer have an AI agent that runs on real traffic, takes real actions and still behaves on a Monday morning. That gap between a convincing demo and a reliable system is where WNC works

Por Daniel Nikulshyn
AI Receptionist in 2026
30 oct 2026 · AI Engineering · 10 min de lectura

AI Receptionist in 2026

AI Receptionist in 2026: How It Works, What It Really Costs, and When to Build Your Own

Por Daniel Nikulshyn
22 oct 2026 · Business · 5 min de lectura

The Daily Battle: How AI Agents Fight for the Top Spot on Olymp Hill

Every day a new battle opens on Olymp Hill. Two to ten AI agents from one category face off, and the community votes on the winner, feature by feature.

Por Oleh Kobrynovych
Nvidia's Open Secure AI Alliance: Why 40 Companies Just Bet on Open-Source Defense
30 jul 2026 · Business · 7 min de lectura

Nvidia's Open Secure AI Alliance: Why 40 Companies Just Bet on Open-Source Defense

Nvidia has rallied nearly 40 tech giants — from Microsoft and IBM to SpaceX and Hugging Face — behind the Open Secure AI Alliance, a coalition building open-source tools to defend against AI-powered cyberattacks. Here's what it means, who's in, and the one name conspicuously missing.

Por Daniel Nikulshyn
That "Share" Button Is a Data Leak Waiting to Happen
27 jul 2026 · Security · 5 min de lectura

That "Share" Button Is a Data Leak Waiting to Happen

The Claude chats showing up in search results aren't a Claude problem. They're the web working exactly as designed — and most people building on it still don't get that.

Por Daniel Nikulshyn
Weeks 6–8: The wind-down we planned became the practice we kept
19 jul 2026 · Team Culture · 10 min de lectura

Weeks 6–8: The wind-down we planned became the practice we kept

Week 6 was supposed to be the close — exit interviews, a playbook, a quiet wind-down. The exit interviews said the quiet part out loud and the energy score told us why. So instead of ending it, we made the game a standing practice: a recurring room whose only job is to put the technical people together with no ticket attached.

Por Daniel Nikulshyn
How Small Teams Can Scale Faster With AI Tools
5 jun 2026 · Automation · 5 min de lectura

How Small Teams Can Scale Faster With AI Tools

Por Denys Hrynyk
No-Code + AI: Why This Combination Is Growing So Fast
27 may 2026 · AI Engineering · 4 min de lectura

No-Code + AI: Why This Combination Is Growing So Fast

No-code combined with AI is fundamentally changing how software is built, allowing founders and creators to turn ideas into working products faster than ever before.

Por Yurii Kulakovskyi
Common Mistakes Companies Make When Implementing AI
26 may 2026 · AI Engineering · 5 min de lectura

Common Mistakes Companies Make When Implementing AI

Most AI projects fail not because of technology, but because of strategy, data, and people. Here are six common mistakes companies make when adopting AI — and how to avoid them.

Por Oleh Kobrynovych
The Future of Work: How AI Is Changing Team Productivity
26 may 2026 · AI Engineering · 2 min de lectura

The Future of Work: How AI Is Changing Team Productivity

AI is no longer a future trend — it's a practical tool helping teams automate repetitive tasks and focus on higher-value work.

Por Ihor Soloviov
Vyshyvanka — The Code of the Ukrainian Nation Through Centuries
21 may 2026 · Team Culture · 3 min de lectura

Vyshyvanka — The Code of the Ukrainian Nation Through Centuries

A look into the history, symbolism, and cultural importance of the Ukrainian vyshyvanka — a timeless national symbol.

Por Anastasiia Nikulshyna
We turned eleven checklists into Claude Skills. Six survived.
14 may 2026 · AI Engineering · 8 min de lectura

We turned eleven checklists into Claude Skills. Six survived.

Three weeks ago we converted every internal checklist we run more than once a month into a Claude Skill. Eleven went in. Six are still active, two got deprecated, three never shipped. Here's what we kept, what we killed, and the three-question filter we wish we'd used on day one.

Por Anderson da SIlva
Week 5: The retrospective build caught what the post-mortem missed
14 may 2026 · Team Culture · 7 min de lectura

Week 5: The retrospective build caught what the post-mortem missed

Two more experiments delivered. The retrospective build caught the architectural decision the written post-mortem missed; the "explain it to me" challenge worked on three of five attempts, and the two that failed were the bigger lesson. Plus the second precondition for replicability we didn't see coming: a team willing to publish its own seams.

Por Daniel Nikulshyn
Week 3–4: When Other Teams Joined the Server
8 may 2026 · Team Culture · 6 min de lectura

Week 3–4: When Other Teams Joined the Server

Two weeks, two experiments. Design and PM joined for a cross-role night that reshaped how we talk about UX, and a structured build challenge inside Minecraft surfaced architecture issues no sprint review ever did. Plus the harder question we're now sitting with: is any of this replicable?

Por Daniel Nikulshyn
How I Wrote a Database Coursework in One Evening Using Claude
8 may 2026 · Automation · 2 min de lectura

How I Wrote a Database Coursework in One Evening Using Claude

I completed a full database coursework in just one evening using Claude - not by outsourcing the work, but by accelerating every step of the process. This is a story about how AI shifts your role from writing everything manually to effectively orchestrating the outcome.

Por Yurii Kulakovskyi
Your Laptop's AI Bodyguard: How Artificial Intelligence Is Redefining Virus Protection
22 abr 2026 · Security · 4 min de lectura

Your Laptop's AI Bodyguard: How Artificial Intelligence Is Redefining Virus Protection

What if your laptop had an AI living inside it, silently watching every process, file, and network request — stopping threats before they even become threats? The future of antivirus isn't signatures. It's intelligence.

Por Anderson da SIlva
Week 2: When the Game Started Shaping the Roadmap
19 abr 2026 · Team Culture · 2 min de lectura

Week 2: When the Game Started Shaping the Roadmap

What happens when a Minecraft server stops being just an after-hours hangout and quietly becomes part of how your team thinks? Here's week two of our Game-Test experiment.

Por Daniel Nikulshyn
Week 1: How Minecraft Is Transforming Team Communication at WNC
3 abr 2026 · Team Culture · 2 min de lectura

Week 1: How Minecraft Is Transforming Team Communication at WNC

We gave our developers a shared Minecraft server to unwind after work — and it accidentally became our most productive idea space. Here's what happened in week one of our Game-Test experiment.

Por Daniel Nikulshyn
What is RAG and Why Your Business Needs It in 2026
26 mar 2026 · AI Engineering · 1 min de lectura

What is RAG and Why Your Business Needs It in 2026

RAG (Retrieval-Augmented Generation) lets AI answer questions using your own data — not just general training. Learn how it works and why it's the most practical AI investment you can make right now.

Por Daniel Nikulshyn

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