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Notes

Notes

Practical notes on deciding where AI belongs, what should stay human, and how to test a focused setup responsibly.

A person writes on a grid worksheet at a worktable, with a notebook and laptop nearby.

EU AI ActAI inventoryrecurring work

The 45-minute AI inventory

A simple table beats a generic AI policy copied from the internet.

Read the post → Two colleagues review a draft at a desk; one marks the page with a red pen beside a computer.

EU AI Acthuman oversightrecurring work

Human oversight that is real

"A human reviews it" is not a gate. Name who checks, who can stop, and who they call.

Read the post → Hands hold a phone showing an illustrative chat labeled “AI assistant”.

EU AI ActArticle 50transparency

When people should know it is AI

Four cases where someone has to say it is AI. The tool name does not decide.

Read the post → Editorial cover: a human reviewer examines an AI output at a clear checkpoint against an EU flag background.

EU AI ActAI for business ownersAI responsibility

Using an AI tool still leaves your business with questions

A vendor can provide the tool. Your business still needs to know what it does, who uses it, and who owns the next decision.

Read the post → Editorial cover: a precise measurement grid reaches its limit while a blue route continues toward an open human decision.

AI and careersagent-native workhuman judgment

What AI Can't Grade: The Skills That Still Matter in an Agent-Native World

AI gets better at work that can be graded. The human advantage shifts to choosing problems, finishing the last mile, and building trust.

Read the post → The EU AI Act is not one rule for every AI use

EU AI ActAI for business ownersAI risk

The EU AI Act is not one rule for every AI use

The tool name is not the answer. Describe the system, purpose, output, and your role before trying to classify an AI use.

Read the post → Abstract editorial cover: layered cards and checklist lines suggesting AI inventory and EU regulation awareness

EU AI ActAI for business ownersAI literacy

The EU AI Act already matters. Most companies still can't name where they use AI.

The EU AI Act already matters for real businesses. Most companies still cannot name where AI already sits in the work. Start with a 15-minute list, not a 40-page policy.

Read the post → Graphic featuring the words "HERMES AGENT" in light blue text over a vivid blue background, with a classic illustration of a multi-armed figure emitting light rays centered behind the text.

Hermes AgentNous Researchoperating layer

Hermes Agent Explained: What Makes It Different

Most of us rent access to AI. Hermes is open-source software that runs on your machine, connects to any model, and gives the brain a place to work.

Read the post → ai singularity groundlens project manager looking to do list in front singularity hill

singularityAGIAI for business

Two AI bosses say we're in the singularity. What that means if you run a real company.

Altman and Hassabis say singularity. A plain guide for business owners on what's real, what's hype, and what to do Monday.

Read the post → Abstract progression from scattered AI experiments to a governed operating workflow.

AI adoptionAI operationsbusiness operations

AI Adoption Is Not About How Many Agents You Run

A practical operating model for moving from scattered AI use to reliable, governed delegation.

Read the post → A minimalistic, realistic hospital room rendered in monochromatic blue tones, showing a female doctor and a medical robot collaborating at a patient's bedside to provide care

AI for business ownersAI literacydecision-making

AI Solved a Medical Mystery. Here's What That Means for Your Business.

A woman used AI to solve a medical mystery doctors missed. The lesson isn't about healthcare. It's about the context gap that kills business decisions.

Read the post → Five glowing geometric shapes representing different AI model options, arranged on a dark background

AI modelsChatGPTClaude

Which AI Model Should I Actually Use? (A Guide for People Who Run Businesses, Not AI Departments)

You know ChatGPT. Maybe you've heard of Claude or Gemini. But there are hundreds of AI models, and more appear every month. This guide cuts through the noise: what actually matters for your business, when model choice changes outcomes, and the one 10-minute exercise that teaches more than any article.

Read the post → A laptop with a glowing AI brain contained entirely within its screen, symbolizing local AI and data privacy

local AIOllamaprivacy

Why Run AI on Your Own Computer? (And When It Actually Makes Sense)

You have probably used ChatGPT. Everything you type goes to OpenAI's servers. But you can run AI entirely on your own machine: no subscription, no data leaving your company, no compliance headaches. Here is when that makes sense, when it does not, and how to try it in 10 minutes.

Read the post → The AI Landscape in One Read: What Business Owners Actually Need to Know

AI landscapeAI for business ownersAI agents

The AI Landscape in One Read: What Business Owners Actually Need to Know

Five categories of AI explained for business owners. No jargon, no hype. A practical map of what AI actually is, from chat models to agents to local AI to custom systems.

Read the post → A person with a checklist standing before a large glowing price tag, with AI tool icons arranged on a dark background

AI buying guideAI for business ownersAI adoption

What to Understand Before You Pay for AI

Everyone is selling AI. Very few are explaining what you actually need to understand before you pay. This post covers what to ask, what to watch for, and why a demo is not a working system.

Read the post → Photorealistic 3D rendering of a bilingual website system with glowing browser windows labeled /en and /de, connected by a data stream

i18nlanguage switcherbilingual SEO

Simple Internationalization: Language Management That Works

I simplified multilanguage for two realities: German readers in Germany and everyone else. The first version shipped but was overengineered. I cut it down to clear locale paths, a one-time detector that respects preference and browser settings, a switcher that keeps context, and a clean split between interface strings and long-form content. Predictable for people. Indexable for search.

Read the post → A sleek, modern cargo ship sailing across calm, glassy ocean waters under a clear blue sky. The ship carries neatly stacked containers arranged in an orderly grid. Some containers are subtly labeled with tech terms like ‘Docker’, ‘Next.js’, and ‘FastAPI’ in a modern, minimalist font. The overall color palette is cool and clean—shades of blue and gray with soft accents of orange or yellow. The image should evoke clarity, speed, and reliability. Style should be semi-realistic digital illustration or lightly stylized realism. High detail. 16:9 aspect ratio.

DockerDevOpsNext.js

Lean and Predictable Deploys on a Single VPS

I rebuilt how my site ships updates—smaller containers, faster deploys, safer defaults. Each change reduced friction until releases became routine instead of risky.

Read the post → Diagram illustrating a 'Human-in-the-Loop Automation' workflow. It shows a 'Manual Trigger' leading into 'n8n' which handles 'Format Data', 'HTTP Request', and 'Check Success'. From n8n, the flow moves to 'Telegram Approval (Human-in-Loop)' which then branches to 'Publish' or 'Rollback', interacting with 'Sanity CMS' and running on a 'Hetzner CPX21 VM'.

n8nSanityHuman-in-the-loop

Automation That Waits for You (And Why That Matters)

I wired n8n to Sanity to publish faster without losing judgment. Drafts ship in one click. A human approval is required to go live. The system is traceable, reversible, and leaves evidence you can audit.

Read the post → system-log-003-or-headless-cms-architecture-with-sanity-io-and-real-time-revalidation

Next.jsSanity.ioHeadless CMS

From MDX to Sanity: How I Built a Real-Time Publishing System

When a website grows, its publishing system must grow with it. For years, my site used MDX files, simple, reliable, but slow for non-technical editing. Each update meant touching Git, rebuilding the site, and waiting for deployment. That friction didn’t scale.

Read the post → GDPR-compliant analytics woman in computer

GDPRAnalyticsConsent Mode

GDPR-Compliant Analytics with Consent That Actually Works

Building GDPR-compliant analytics for the German market with Cookiekit and Google Consent Mode v2. Default-deny setup, no tracking before consent, client-only architecture verified through DevTools.

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