Blog
Thoughts on AI inside companies, agentic workflows, web apps, and how we work - from running projects, not slide decks.
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.
For internal line-of-business apps in SMBs, the PWA is almost always the smarter choice. In 2026 the last 'but you can't do that' arguments are gone.