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feat(llm): background-mode OpenAI calls, call metadata, cancellation, bounded retries - #31

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nflechner wants to merge 5 commits into

forecastingresearch:mainfrom

nflechner:llm-background-mode

Draft

feat(llm): background-mode OpenAI calls, call metadata, cancellation, bounded retries#31
nflechner wants to merge 5 commits into
forecastingresearch:mainfrom
nflechner:llm-background-mode

Commits on Oct 20, 2026
- feat(llm): background-mode OpenAI calls, call metadata, cancellation, two attempts
  
  nflechner
  and
  claude
  committed
  650127e
Commits on Oct 21, 2026
- fix(llm): retry failed polls in place; wait_for_response for a running response
  
  nflechner
  and
  claude
  committed
  ab3c7cd
- fix(llm): poll through failures, keep 5 attempts, never retry incomplete
  claude
  committed
  de47c57
- fix(llm): five attempts for OpenAI, two for every other provider
  claude
  committed
  fe4adce
- fix(llm): log failed attempts at WARNING
  claude
  committed
  7380e71