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Expert articles, deep dives and current insights from the world of AI development, SaaS and digital transformation.
Technical Debt from AI Code: What the Data Shows
Copied blocks up 81 percent, genuine cleanup nearly gone: how AI assistance shifts the maintenance burden and what helps against it.
From Prototype to Production: What a Vibe-Coded Draft Still Needs
The prototype works, everyone is thrilled, and suddenly it is supposed to go live. The twelve points standing between "it works on my machine" and "it can carry real users."
Vibe Coding at Work: Seven Rules That Make the Difference
Banning AI tools does not work, and letting them run unchecked does not either. A policy that fits on one page and holds up in daily practice.
Vibe Coding or Agentic Coding? The Difference That Decides Liability
Both terms describe working with AI, but only one describes a process someone can actually take responsibility for. Where the line runs and why it matters in practice.
Vibe Coding Tools Compared: Claude Code, Cursor, Copilot, and the Builder Kits
Four tool classes, four use cases. Which tool fits which task, and why one question matters more before choosing than any feature.
Vibe Coding: Risks, Security Vulnerabilities, and What Actually Helps
Almost half of AI-generated code fails security tests. Which gaps are typical, why they occur, and which countermeasures work, measurably.
What Is Vibe Coding? Definition, Process, and Limits
Vibe coding means: you describe in natural language what should be built, and the AI writes the code. Where the term comes from, how it works, and where it stops.
Claude Code 2.1.209 to 2.1.216: /fork and /verify Change
Claude Code 2.1.209 to 2.1.216: /fork and /verify change and can break existing setups. On top of that comes a new sandbox setting, a performance fix, and new limits.
Microsoft Ads (Bing Ads): Is Advertising Alongside Google Worth It? Guide 2026
Microsoft Advertising (formerly Bing Ads) reaches an audience Google does not cover, often with less competition. What the platform can do in 2026, how the Google import works in four steps, and for whom the second channel really pays off.
Phishing and Social Engineering: How Your Employees Can Spot an Attack
Phishing, spear phishing, CEO fraud, and smishing target people, not systems. The warning signs a phishing employee training should teach, and why a successful attack quickly turns into a reportable data breach.
GDPR Fines: Real Cases from Germany and What Companies Can Learn from Them
Four real GDPR fine cases from Germany show how authorities calculate the amount, and that courts can also significantly reduce them afterward.
Information Security Training vs. GDPR Training: What Companies Actually Need
Information security protects systems and information, data protection protects people and their data. The difference, the overlap under Art. 32 GDPR, and what the new NIS2 training duty means for management boards.
All images in this overview are AI-generated illustrations.AI transparency
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