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All posts tagged AI in Practice.
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.
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.
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.
A well-written skill beats ten ad-hoc prompts. How system prompt, tools, and quality standards become a reusable team asset.