Blog
Thoughts on AI, without the fog.
What we see in hackathons with enterprises and scale-ups, analyzed, put into context and written up honestly.
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Strategy – August 12, 2026
From Chatbots to Agents: What Actually Changes in 2026
The shift from "ask the model" to "let the system do the work" isn't a feature update – it's a different way of operating. What that means for processes, roles, and accountability.
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Enablement
Why Traditional AI Training Fizzles Out
Under 20 percent knowledge retention, little day-to-day application, no measurable ROI. An honest look at why – and what works instead.
July 29, 20268 min read
Playbook
An AI Hackathon in One Week
A realistic timeline: from collecting use cases through team composition and tool setup to the demo – including the mistakes that cost you time.
July 8, 202610 min read
Compliance
EU AI Act, Article 4: AI Literacy in Practice
The obligation to ensure AI literacy is here. What it actually requires, what it explicitly doesn't, and what evidence looks like that would hold up under audit.
June 17, 20267 min read
Tools
No-Code or Pro-Code: The Honest Decision Guide
Lovable, Cursor, n8n, Claude Code – when each tool actually makes sense, where no-code hits hard limits, and how to decide without a prestige debate.
May 27, 20268 min read
Engineering
Building Agents, Without the Chaos
Orchestration is the word that promises the most and delivers the least. What actually matters when several agents need to work together – and where a single agent is entirely enough.
May 9, 20268 min read
Enablement
The ROI of AI Enablement: Measure It, Don't Just Believe It
Satisfaction scores say nothing about actual impact. An honest method for making the value of AI enablement tangible – without drowning in metrics.
April 22, 20267 min read
Playbook
From Prototype to Pipeline
The demo is over, the applause has faded. What happens next determines whether a hackathon changed anything – or was just a good day. A roadmap for the week after.
April 3, 20269 min read
What other customers say
Voices from real Corporathons.
Verbatim excerpts from public LinkedIn posts by participants.
„24 hours in our office. Pizza everywhere. 5 teams racing to build something real with AI."
Marie Klamer
YOYABA · LinkedIn-Beitrag
„Turns out that's all it takes to go from "I should really learn AI" to actually shipping a working product. No coding experience needed."
Marie Klamer
YOYABA · LinkedIn-Beitrag
„By the end of day one, people who had never touched a terminal were working in Claude Code and building solutions of their own."
Okechukwu Ukaigwe
NavVis · LinkedIn-Beitrag
„You don't need months of preparation. Just a team, a bit of chaos, and the willingness to start."
Lisa Kral
YOYABA · LinkedIn-Beitrag
„24 hours in our office. Pizza everywhere. 5 teams racing to build something real with AI."
Marie Klamer
YOYABA · LinkedIn-Beitrag
„Turns out that's all it takes to go from "I should really learn AI" to actually shipping a working product. No coding experience needed."
Marie Klamer
YOYABA · LinkedIn-Beitrag
„By the end of day one, people who had never touched a terminal were working in Claude Code and building solutions of their own."
Okechukwu Ukaigwe
NavVis · LinkedIn-Beitrag
„You don't need months of preparation. Just a team, a bit of chaos, and the willingness to start."
Lisa Kral
YOYABA · LinkedIn-Beitrag
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