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How to Run a Production Database Migration with an AI Agent: Task Files, Review Gates and Claude Code on AWS Image
  • Sebastian Brestin
  • Software Engineer
  • 02 Oct 2026

How to Run a Production Databas…

We moved production PostgreSQL from Scaleway to AWS with Claude Code doing the work and an engineer reviewing each step. Task files, review gates and…

How to Build an AI Agent Harness for a Local LLM: Skills, Memory and Guardrails with LangChain, Ollama + MCP Image
  • Sebastian Brestin
  • Software Engineer
  • 22 Sep 2026

How to Build an AI Agent Harnes…

Turn a local LLM tool-calling loop into a reliable AI agent. Add Claude-style skills, long-term memory, safe script execution and tracing with LangCh…

How to Build an AI Agent with Local LLM and Tool Calling: Ollama + MCP Integration Guide Image
  • Sebastian Brestin
  • Software Engineer
  • 10 Feb 2026

How to Build an AI Agent with L…

When implementing LLM solutions for enterprise, one of the biggest challenges is enabling AI models to access real-time data and execute actions. The…