Blog
Optimizing the Token Budget: How a Server-Side HTML Strip Saves 98 %
Raw HTML mockups burn tokens before the AI even understands them. A strip step on the server cut one file from 26,900 to 650 tokens.
Token-Budget
Kostenbewusster Umgang mit Input- und Output-Tokens im Tagesgeschäft.
Blog
Usage-based instead of flat-rate: The AI cost turn was predictable — and here is how to absorb it
AI providers are pushing flat rates toward metered billing. Why it had to happen, what it costs and three levers that soften the shift.
Evergreen Content
Evergreen Pillar Article
Anthropic Claude Code — what it is and how it works
Claude Code is Anthropic's official AI coding tool. How it's built, what it does, and how tool use, MCP and permissions fit together.
Deep-Dive Articles (3)
- 1 Claude Code and MCP servers: how external tools get integrated
How the Model Context Protocol connects Claude Code to databases, APIs and custom tools — and what to watch out for on permissions.
- 2 Claude Code auto-classifier: the security layer between model and tools
How the auto-classifier in Claude Code scores tool calls live, blocks risky actions, and which defense layers sit behind it.
- 3 Claude Code: the features every user should know
The most important features in Claude Code — from slash commands and hooks to plan mode, sub-agents and MCP integration.
Evergreen Pillar Article
AI Guardrails That Actually Hold: Why Rules Alone Are Not Enough
Memories, CLAUDE.md, and slash commands are suggestions — not commands. What it really takes to make AI models stop reliably on critical actions.
Evergreen Pillar Article
Working in Parallel with AI: How Engineering and Content Move Forward Together
Pair hard tasks with easy ones — and why a prepared content workflow makes engineering wait times productive instead of dead air.