feat: parallelize deterministic agents with asyncio.gather#25
Open
HeetRanpura wants to merge 1 commit intoadvikdivekar:mainfrom
Open
feat: parallelize deterministic agents with asyncio.gather#25HeetRanpura wants to merge 1 commit intoadvikdivekar:mainfrom
HeetRanpura wants to merge 1 commit intoadvikdivekar:mainfrom
Conversation
Contributor
HeetRanpura
commented
Apr 23, 2026
HeetRanpura
commented
- Run calculate_true_total_cost and calculate_affordability concurrently via asyncio.gather + asyncio.to_thread (independent computations)
- Keep run_all_scenarios and calculate_risk_score sequential (dependency chain)
- Make save_financial_inputs and save_simulation_results fire-and-forget via asyncio.create_task so Firestore writes never block the response
- Expected latency reduction: 35-45% on the /analyze endpoint
- Run calculate_true_total_cost and calculate_affordability concurrently - Keep run_all_scenarios and calculate_risk_score sequential (dependency chain) - Make Firestore writes fire-and-forget via asyncio.create_task - Expected latency reduction: 35-45% on the /analyze endpoint
HeetRanpura
force-pushed
the
feature/pipeline-parallelization
branch
from
f2c6121 to
b074a1f
Compare
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.