AI in Practice

All posts in the AI in Practice category.

May 26, 20262 min readAI in PracticeTyron Carlomagno
Local RAG in a Law Firm: From Pilot to Daily Work
A working RAG prototype is 30 % of the job. The decisive 70 % sit between pilot and production - and decide whether case workers actually open the tool on Monday morning.
- AI in Practice
- Local AI
May 2, 20263 min readAI in PracticePhilipp Draese
GDPR-Compliant with a Local LLM: Where Powerbrain Makes the Difference
Local does not automatically mean compliant. Between 'runs on-prem' and 'survives an audit' sit policies, a vault for personal data, and a verifiable audit log. An assessment using the open-source project Powerbrain as the example.
- AI in Practice
- Local AI
April 24, 20264 min readAI in PracticePhilipp Draese
Shut up and commit: how Caveman breaks AI agents of rambling
The open-source project Caveman makes coding agents like Claude Code or Gemini CLI talk in telegraph style - cutting output tokens by 65 % on average. A practitioner's take.
- AI in Practice
- Agentic
- Ways of Working