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Implement the agent on a single service #28909

Description

@alexduf

The somewhat vibe-coded agent prototype here seems to be working.

There isn't much clean-up to do, but:

  • it was written by an LLM, we need to ensure we understand every single line
  • we want to start writing the log lines into separate files named twirl-templates.jsonl
  • we'll flush writing to disk after each write.

Writing / flushing on each log line may seem expensive, but I don't think we need to go as far as writing to file from a separate thread as it should only do IO the very first time a template is encountered. The trade-off is performance vs simplicity, and I think simplicity of the agent wins here.

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