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Raw Python callables passed to bind_tools() lack the schema metadata required to generate a valid OpenAI tools[].function spec, causing a 400 "Missing required parameter: 'tools[0].function'" error. Wrapping each callable with StructuredTool.from_function(name=config_key) also ensures the model response carries the config key as the tool name, fixing a separate bug where function.__name__ was being tracked instead of the LaunchDarkly config key. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
_to_openai_name converted hyphens to underscores based on an assumed
restriction that doesn't exist — the OpenAI API allows hyphens in tool
and function names (^[a-zA-Z0-9_-]{1,64}$). Removing it simplifies the
tool name lookup and agent naming.
Also adds model=model.name to the Agent constructor so each node runs
with its configured model rather than the SDK default.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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