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Config mismatch: Fantasy doesn't respect context_window from Catwalk provider configs #130

Description

@ivan-cstv

Description

5 Fantasy v0.7.0 appears to ignore the context_window value from Catwalk provider configurations when determining the token budget for AI agents. This results in agents always using a 200K token limit, even when the provider config explicitly specifies 1M tokens. In this specific case we were trying to enable Claude 4.5 with a 1M token header via Bedrock or Anthropic API

Version

v0.7.0

Environment

Fantasy version:v0.7.0 | Catwalk version: v0.16.1

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