feat(metrics): add context size tracking properties#1514
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kevmyung wants to merge 1 commit intostrands-agents:mainfrom
Open
feat(metrics): add context size tracking properties#1514kevmyung wants to merge 1 commit intostrands-agents:mainfrom
kevmyung wants to merge 1 commit intostrands-agents:mainfrom
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Add properties to track actual context size (input tokens) per invocation: - initial_input_tokens: first LLM call's inputTokens - final_input_tokens: last LLM call's inputTokens (actual context size) - context_growth_tokens: growth during invocation (final - initial)
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Description
Add properties to track actual context size (input tokens) during agent invocations.
Problem
Currently,
usage.inputTokensonly provides the accumulated sum across all cycles. There's no way to know the actual current context size for proactive context window management.Solution
Add three new properties to
AgentInvocationandEventLoopMetrics:initial_input_tokens: Input tokens from the first LLM callfinal_input_tokens: Input tokens from the last LLM call (actual context size)context_growth_tokens: Growth during invocation (final - initial)Benefits
cycles[].usagedata)Related Issues
Closes #1197
Documentation PR
N/A
Type of Change
Testing
hatch run prepareChecklist
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