Tag
AI in Practice
All posts tagged AI in Practice.
- 2 min readAI in PracticeTyron Carlomagno
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
The Model Context Protocol is more than an acronym in the hype cycle - but not every integration deserves its own MCP server. When the effort pays back and when a plain script will do.
- Agentic
- AI in Practice
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
A well-written skill beats ten ad-hoc prompts. How system prompt, tools, and quality standards become a reusable team asset.
- Agentic
- AI in Practice
- Ways of Working
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