⚡ Parallelize Independent Agent Tasks (N+1 Execution Fix) - #30
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- Categorized agent tools into 'Safe' (read-only) and 'Sequential' (side-effects). - Implemented parallel execution in the `/execute-batch` endpoint for groups of safe tools. - Updated `AgentIntegration.executeTask` to automatically group and execute consecutive safe steps in parallel batches. - Significantly reduced execution time for tasks involving multiple file reads or searches (up to 5x faster in benchmarks). Co-authored-by: Rukafuu <111822334+Rukafuu@users.noreply.github.com>
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💡 What: The optimization implemented
This PR introduces parallel execution for independent agent tasks. It adds a batch execution mechanism that identifies 'safe' tools (read-only operations like
readFile,gitStatus,searchCode) and executes them concurrently usingPromise.allon the backend.🎯 Why: The performance problem it solves
Previously, the agent executed all plan steps sequentially. This resulted in an N+1 request pattern where each step (even independent ones like reading multiple files) had to wait for the previous one to complete, including full HTTP round-trip latency.
📊 Measured Improvement:
Using a benchmark with 5 consecutive
readFileoperations (simulated with 100ms latency each):The implementation correctly handles mixed workloads by only batching consecutive safe steps, preserving the order and safety for tools with side effects.
PR created automatically by Jules for task 5364956605891112841 started by @Rukafuu