Knowledge: AI automation, web apps and content
What's happening, explained plainly.
We put what's happening in AI automation, web apps and content into context, and explain the tools we use ourselves.
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Latest articles.
PHP2Shell: What the critical PHP flaw means for your WordPress site
Two critical PHP flaws allow attacks without a login. Who is affected, what to do now, and when moving away from WordPress makes sense.
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Sovereign AI from Europe: Kolibri, Soofi, Mistral and more at a glance
Which open AI models from Germany and Europe exist in 2026, what sets them apart and how to run them without US providers.
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AI video in 2026: Veo, Kling, Runway and the end of Sora
Which AI video models lead in 2026, what they can do today, where their limits are and why OpenAI discontinued Sora.
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Local AI in practice: which hardware you need for which models
From a workstation to a GPU server: what you need for local AI models and what really matters when it comes to memory.
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Coolify: Running apps and websites on your own servers
Coolify is an open-source platform for self-hosting apps, databases and websites. What it can do and where its limits are.
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GEO: how your company gets named in ChatGPT and Google AI answers
How AI search works, why classic SEO is no longer enough and which steps make your website readable for ChatGPT and Google AI.
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Kolibri: what Aleph Alpha's open AI model means for companies
Aleph Alpha has released Kolibri, an open German-English language model. What it can do, what it needs and who it suits.
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AI images in 2026: which models lead and what they are good for
Midjourney, Nano Banana, GPT Image, FLUX and more: which image AI suits which job, and where real photos remain the better choice.
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Using AI in line with the GDPR: a checklist for mid-sized companies
Ten points to check before your team uses AI tools with company or customer data, based on guidance from Germany's data protection authorities.
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AI content and copyright: what companies need to know in 2026
Who owns AI images and texts? What the latest German court rulings mean for logos, marketing and social media.
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Local AI instead of the cloud: when your own models pay off
What local AI models can do today, what they cost and when they are the better choice for companies compared with cloud services.
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What does AI cost a company? How to calculate automation in advance
What the costs of AI projects are made of, why they are often underestimated and how to check in advance whether automation pays off.
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AI agents for mid-sized companies: what they already handle reliably
What an AI agent is, where it already works reliably in mid-sized companies, and when a simple workflow is the better choice.
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Cyber Resilience Act: what the reporting duty since September 2026 means for software
Since 11 September 2026, makers of software and connected products must report exploited vulnerabilities. Who is affected and what to do.
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Vibe coding in companies: why AI-built tools need a security review
With Lovable, Bolt and similar tools, apps are built in hours. Why many of them have security gaps and what to check before you use them.
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MCP explained simply: how AI assistants access your software
What the Model Context Protocol is, how it connects AI with your CRM, ERP and more, and what to watch for with permissions and security.
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n8n, Make or Power Automate: which tool suits your company?
Three automation tools compared: billing, data protection, self-hosting and which company each one suits.
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AI labelling on your website: what applies to chatbots, images and texts
The AI Act's transparency obligations have applied since August 2026. What that means for chatbots, AI images and AI texts on your website.
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AI literacy obligation: what companies really have to do under Art. 4 AI Act
The AI Act requires AI literacy from everyone who uses AI at work. What that means in practice, who supervises it and how you can prove it.
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Accessibility under the BFSG: what website operators need to know in 2026
Germany's accessibility act has applied since June 2025, and in 2026 checks and warning letters are picking up. Which sites are affected and what to do.
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Withdrawal button: what has applied to websites and shops since 19 June 2026
Since June 2026, online shops and booking sites in Germany need a withdrawal button. Who is affected, what it must look like and how the process works.
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