What it involved

  • An MCP server, so the agent reaches real systems through described tools instead of improvised API calls.
  • Long-running workflows handed to Temporal, so work spanning minutes and retries survives a restart.
  • Agent behaviour traced in LangFuse, which is what makes a wrong answer debuggable after the fact.
  • Current work, so this entry says what is being built rather than what it has returned.

This one does not have a full write-up yet. If you want the detail on it, ask me directly and I will walk you through the decisions.

Next step

Want something like this built?

Tell me what you are trying to solve. I will tell you how I would approach it, what the risky parts are, and roughly what it takes.

  • Replies: Within two working days
  • Based in: the United States
  • Open to: full time, contract, remote or hybrid

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